Xiangyang Ji

Orcid: 0000-0002-7333-9975

According to our database1, Xiangyang Ji authored at least 340 papers between 2004 and 2025.

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Bibliography

2025
Self-supervised inter-intra period-aware ECG representation learning for detecting atrial fibrillation.
Biomed. Signal Process. Control., 2025

2024
Publisher Correction: Reliable deep learning in anomalous diffusion against out-of-distribution dynamics.
Nat. Comput. Sci., November, 2024

Reliable deep learning in anomalous diffusion against out-of-distribution dynamics.
Nat. Comput. Sci., October, 2024

Deep Attentional Guided Image Filtering.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Multispectral Depolarization Based Living-Skin Detection: A New Measurement Principle.
IEEE Trans. Biomed. Eng., June, 2024

Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Overhead-free Noise-tolerant Federated Learning: A New Baseline.
Mach. Intell. Res., June, 2024

Deep Lossy Plus Residual Coding for Lossless and Near-Lossless Image Compression.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Touchscreens Can Reveal User Identity: Capacitive Plethysmogram-Based Biometrics.
IEEE Trans. Mob. Comput., January, 2024

ROV6D: 6D Pose Estimation Benchmark Dataset for Underwater Remotely Operated Vehicles.
IEEE Robotics Autom. Lett., January, 2024

Beyond Instance Discrimination: Relation-Aware Contrastive Self-Supervised Learning.
IEEE Trans. Multim., 2024

Disjoint Masking With Joint Distillation for Efficient Masked Image Modeling.
IEEE Trans. Multim., 2024

Safe Multi-Agent Reinforcement Learning for Wireless Applications Against Adversarial Communications.
IEEE Trans. Inf. Forensics Secur., 2024

HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction.
IEEE Trans. Computational Imaging, 2024

Expanding Sparse Tuning for Low Memory Usage.
CoRR, 2024

Towards Dynamic Message Passing on Graphs.
CoRR, 2024

Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression.
CoRR, 2024

The Solution for Single Object Tracking Task of Perception Test Challenge 2024.
CoRR, 2024

EPS-MoE: Expert Pipeline Scheduler for Cost-Efficient MoE Inference.
CoRR, 2024

UW-SDF: Exploiting Hybrid Geometric Priors for Neural SDF Reconstruction from Underwater Multi-view Monocular Images.
CoRR, 2024

Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration.
CoRR, 2024

Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks.
CoRR, 2024

CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications.
CoRR, 2024

Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation.
CoRR, 2024

Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation.
CoRR, 2024

Efficient Personalized Text-to-image Generation by Leveraging Textual Subspace.
CoRR, 2024

Technique Report of CVPR 2024 PBDL Challenges.
CoRR, 2024

Spatial Annealing Smoothing for Efficient Few-shot Neural Rendering.
CoRR, 2024

Mesh Denoising Transformer.
CoRR, 2024

SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance.
CoRR, 2024

Solution for Point Tracking Task of ICCV 1st Perception Test Challenge 2023.
CoRR, 2024

SynFog: A Photo-realistic Synthetic Fog Dataset based on End-to-end Imaging Simulation for Advancing Real-World Defogging in Autonomous Driving.
CoRR, 2024

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation.
CoRR, 2024

Pursuit Winning Strategies for Reach-Avoid Games with Polygonal Obstacles.
CoRR, 2024

VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models.
CoRR, 2024

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models.
CoRR, 2024

Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios.
CoRR, 2024

PAS-SLAM: A Visual SLAM System for Planar Ambiguous Scenes.
CoRR, 2024

Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning.
CoRR, 2024

CompetEvo: Towards Morphological Evolution from Competition.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for Efficient Optical Flow Estimation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

RaSim: A Range-aware High-fidelity RGB-D Data Simulation Pipeline for Real-world Applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Stimulate the Potential of Robots via Competition.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Learning Scale-Aware Spatio-temporal Implicit Representation for Event-based Motion Deblurring.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

LLM-Empowered State Representation for Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Data-free Neural Representation Compression with Riemannian Neural Dynamics.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Kepler codebook.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unleashing the Potential of Large Language Models through Spectral Modulation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

ParCo: Part-Coordinating Text-to-Motion Synthesis.
Proceedings of the Computer Vision - ECCV 2024, 2024

LaPose: Laplacian Mixture Shape Modeling for RGB-Based Category-Level Object Pose Estimation.
Proceedings of the Computer Vision - ECCV 2024, 2024

FAFA: Frequency-Aware Flow-Aided Self-supervision for Underwater Object Pose Estimation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Learning Pseudo 3D Guidance for View-Consistent Texturing with 2D Diffusion.
Proceedings of the Computer Vision - ECCV 2024, 2024

Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Physical-Based Event Camera Simulator.
Proceedings of the Computer Vision - ECCV 2024, 2024

D-SCo: Dual-Stream Conditional Diffusion for Monocular Hand-Held Object Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024

KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MOHO: Learning Single-View Hand-Held Object Reconstruction with Multi-View Occlusion-Aware Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SynFog: A Photorealistic Synthetic Fog Dataset Based on End-to-End Imaging Simulation for Advancing Real-World Defogging in Autonomous Driving.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-Shot Subject-Driven Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Recurrent Partial Kernel Network for Efficient Optical Flow Estimation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Parallel Vertex Diffusion for Unified Visual Grounding.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Multiple Instance Differentiation Learning for Active Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Perspectively Equivariant Keypoint Learning for Omnidirectional Images.
IEEE Trans. Image Process., 2023

MagConv: Mask-Guided Convolution for Image Inpainting.
IEEE Trans. Image Process., 2023

On the Dynamics Under the Unhinged Loss and Beyond.
J. Mach. Learn. Res., 2023

Guided Depth Map Super-Resolution: A Survey.
ACM Comput. Surv., 2023

HACD: Hand-Aware Conditional Diffusion for Monocular Hand-Held Object Reconstruction.
CoRR, 2023

ShapeMaker: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation.
CoRR, 2023

Enhancing Few-shot CLIP with Semantic-Aware Fine-Tuning.
CoRR, 2023

LanPose: Language-Instructed 6D Object Pose Estimation for Robotic Assembly.
CoRR, 2023

MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision.
CoRR, 2023

ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning.
CoRR, 2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method.
CoRR, 2023

CCD-3DR: Consistent Conditioning in Diffusion for Single-Image 3D Reconstruction.
CoRR, 2023

Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study.
CoRR, 2023

Parallel Vertex Diffusion for Unified Visual Grounding.
CoRR, 2023

UATVR: Uncertainty-Adaptive Text-Video Retrieval.
CoRR, 2023

Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling.
CoRR, 2023

Reinforcement Learning-Based Physical Cross-Layer Security and Privacy in 6G.
IEEE Commun. Surv. Tutorials, 2023

DDF-HO: Hand-Held Object Reconstruction via Conditional Directed Distance Field.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Supported Value Regularization for Offline Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CCMB: A Large-scale Chinese Cross-modal Benchmark.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation.
Proceedings of the International Conference on Machine Learning, 2023

Complementary Attention for Multi-Agent Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

Supported Trust Region Optimization for Offline Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

SST: Real-time End-to-end Monocular 3D Reconstruction via Sparse Spatial-Temporal Guidance.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

In-sample Actor Critic for Offline Reinforcement Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TopoSeg: Topology-Aware Nuclear Instance Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

UATVR: Uncertainty-Adaptive Text-Video Retrieval.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Collaborative Inference for MEC Services Based on Multimodal Deep Neural Network.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Efficient Communications for Multi-Agent Reinforcement Learning in Wireless Networks.
Proceedings of the IEEE Global Communications Conference, 2023

Multi-Agent Reinforcement Learning for Wireless Networks Against Adversarial Communications.
Proceedings of the IEEE Global Communications Conference, 2023

Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Continuation Multiple Instance Learning for Weakly and Fully Supervised Object Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Part-Based Semantic Transform for Few-Shot Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2022

High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion.
IEEE Trans. Image Process., 2022

Safe Exploration in Wireless Security: A Safe Reinforcement Learning Algorithm With Hierarchical Structure.
IEEE Trans. Inf. Forensics Secur., 2022

Domain Contrast for Domain Adaptive Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2022

Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2022

IRS-Aided Energy-Efficient Secure WBAN Transmission Based on Deep Reinforcement Learning.
IEEE Trans. Commun., 2022

Learning to Match Anchors for Visual Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI.
IEEE J. Sel. Top. Signal Process., 2022

Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning.
J. Am. Medical Informatics Assoc., 2022

Human Health Indicator Prediction from Gait Video.
CoRR, 2022

Proposal Distribution Calibration for Few-Shot Object Detection.
CoRR, 2022

Local Manifold Augmentation for Multiview Semantic Consistency.
CoRR, 2022

Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning.
CoRR, 2022

RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation.
CoRR, 2022

An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation.
CoRR, 2022

Integral Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection.
CoRR, 2022

Zero and R2D2: A Large-scale Chinese Cross-modal Benchmark and A Vision-Language Framework.
CoRR, 2022

Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN.
CoRR, 2022

Learning Foreground-Background Segmentation from Improved Layered GANs.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Self-Organized Group for Cooperative Multi-agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improved Fine-Tuning by Better Leveraging Pre-Training Data.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Distilling Representations from GAN Generator via Squeeze and Span.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

6D Robotic Assembly Based on RGB-only Object Pose Estimation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Prototype-Anchored Learning for Learning with Imperfect Annotations.
Proceedings of the International Conference on Machine Learning, 2022

Learning Towards The Largest Margins.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning to Annotate Part Segmentation with Gradient Matching.
Proceedings of the Tenth International Conference on Learning Representations, 2022

RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

CATRE: Iterative Point Clouds Alignment for Category-Level Object Pose Refinement.
Proceedings of the Computer Vision - ECCV 2022, 2022

Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

Weakly Supervised Learning of Instance Segmentation with Confidence Feedback.
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Local Surface Descriptor for Geometry and Feature Preserved Mesh Denoising.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

State Deviation Correction for Offline Reinforcement Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Wasserstein Unsupervised Reinforcement Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Towards End-to-End Image Compression and Analysis with Transformers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Depth Image Denoising Using Nuclear Norm and Learning Graph Model.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Precise No-Reference Image Quality Evaluation Based on Distortion Identification.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

A Graphical Social Topology Model for RGB-D Multi-Person Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2021

Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing.
IEEE Trans. Computational Imaging, 2021

Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning.
IEEE Trans. Computational Imaging, 2021

A deep learning method for video-based action recognition.
IET Image Process., 2021

Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits.
CoRR, 2021

Weakly-Supervised Monocular Depth Estimationwith Resolution-Mismatched Data.
CoRR, 2021

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication.
CoRR, 2021

Unsupervised Foreground-Background Segmentation with Equivariant Layered GANs.
CoRR, 2021

Learning Scalable $\ell_\infty$-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression.
CoRR, 2021

Reducing Conservativeness Oriented Offline Reinforcement Learning.
CoRR, 2021

Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning.
CoRR, 2021

Variance-Aware Confidence Set: Variance-Dependent Bound for Linear Bandits and Horizon-Free Bound for Linear Mixture MDP.
CoRR, 2021

A Distortion Propagation Oriented CU-tree Algorithm for x265.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Local to Global Plane Regularity Aggregation for Dense Surfel Mapping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Asymmetric Loss Functions for Learning with Noisy Labels.
Proceedings of the 38th International Conference on Machine Learning, 2021

Near Optimal Reward-Free Reinforcement Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning with Noisy Labels via Sparse Regularization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Multiple Instance Active Learning for Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon.
Proceedings of the Conference on Learning Theory, 2021

Nearest Neighbor Classifier Embedded Network for Active Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo Images.
IEEE Trans. Neural Networks Learn. Syst., 2020

Color-Guided Depth Image Recovery With Adaptive Data Fidelity and Transferred Graph Laplacian Regularization.
IEEE Trans. Circuits Syst. Video Technol., 2020

Weighted Convolutional Motion-Compensated Frame Rate Up-Conversion Using Deep Residual Network.
IEEE Trans. Circuits Syst. Video Technol., 2020

Visual Object Tracking via Guessing and Matching.
IEEE Trans. Circuits Syst. Video Technol., 2020

Contrast Enhancement via Dual Graph Total Variation-Based Image Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2020

DeepIM: Deep Iterative Matching for 6D Pose Estimation.
Int. J. Comput. Vis., 2020

Nearly Minimax Optimal Reward-free Reinforcement Learning.
CoRR, 2020

Robust RGB-based 6-DoF Pose Estimation without Real Pose Annotations.
CoRR, 2020

Skill Discovery of Coordination in Multi-agent Reinforcement Learning.
CoRR, 2020

Almost Optimal Model-Free Reinforcement Learning via Reference-Advantage Decomposition.
CoRR, 2020

Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing.
CoRR, 2020

Almost Optimal Model-Free Reinforcement Learningvia Reference-Advantage Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Pose-guided Auto-Encoder and Feature-Based Refinement for 6-DoF Object Pose Regression.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

A Unified Framework for Piecewise Semantic Reconstruction in Dynamic Scenes via Exploiting Superpixel Relations.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Fast confocal microscopy imaging based on deep learning.
Proceedings of the 2020 IEEE International Conference on Computational Photography, 2020

Self6D: Self-supervised Monocular 6D Object Pose Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
High-Performance FPGA-Based CNN Accelerator With Block-Floating-Point Arithmetic.
IEEE Trans. Very Large Scale Integr. Syst., 2019

Collaborative Representation Cascade for Single-Image Super-Resolution.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Depth Super-Resolution via Joint Color-Guided Internal and External Regularizations.
IEEE Trans. Image Process., 2019

Depth Restoration From RGB-D Data via Joint Adaptive Regularization and Thresholding on Manifolds.
IEEE Trans. Image Process., 2019

Graph-Based Joint Dequantization and Contrast Enhancement of Poorly Lit JPEG Images.
IEEE Trans. Image Process., 2019

Optimize x265 Rate Control: An Exploration of Lookahead in Frame Bit Allocation and Slice Type Decision.
IEEE Trans. Image Process., 2019

Joint Gaze Correction and Face Beautification for Conference Video Using Dual Sparsity Prior.
IEEE Trans. Ind. Electron., 2019

Learning Intra-Video Difference for Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2019

High Bit-Depth Image Acquisition Framework Using Embedded Quantization Bias.
IEEE Trans. Computational Imaging, 2019

PgNN: Physics-guided Neural Network for Fourier Ptychographic Microscopy.
CoRR, 2019

3D Fourier Ptychographic Microscopy Based on the Beam Propagation Method and Time-Reversal Scheme.
IEEE Access, 2019

Monocular Viewpoints Estimation for Generic Objects in the Wild.
IEEE Access, 2019

Real-Time Image Stitching with Convolutional Neural Networks.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

Regret Minimization for Reinforcement Learning by Evaluating the Optimal Bias Function.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Real-time Indoor Scene Reconstruction with RGBD and Inertial Input.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Texture Analysis Via Hierarchical Spatial-Spectral Correlation (HSSC).
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Monocular Piecewise Depth Estimation in Dynamic Scenes by Exploiting Superpixel Relations.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DANet: Divergent Activation for Weakly Supervised Object Localization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

CDPN: Coordinates-Based Disentangled Pose Network for Real-Time RGB-Based 6-DoF Object Pose Estimation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Block-Floating-Point Arithmetic Based FPGA Accelerator for Convolutional Neural Networks.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Confidence Map Based 3D Cost Aggregation with Multiple Minimum Spanning Trees for Stereo Matching.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Supervised Distributed Hashing for Large-Scale Multimedia Retrieval.
IEEE Trans. Multim., 2018

Multi-Perspective Tracking for Intelligent Vehicle.
IEEE Trans. Intell. Transp. Syst., 2018

Adaptive Residual Networks for High-Quality Image Restoration.
IEEE Trans. Image Process., 2018

Residual Highway Convolutional Neural Networks for in-loop Filtering in HEVC.
IEEE Trans. Image Process., 2018

Efficient Divide-and-Conquer Classification Based on Parallel Feature-Space Decomposition for Distributed Systems.
IEEE Syst. J., 2018

Finite-time containment control of perturbed multi-agent systems based on sliding-mode control.
Int. J. Syst. Sci., 2018

Deep representation via convolutional neural network for classification of spatiotemporal event streams.
Neurocomputing, 2018

Dynamic Sampling Convolutional Neural Networks.
CoRR, 2018

SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds.
IEEE Access, 2018

Action Recognition and Localization with Instance FCNN.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018

Image Denoising with Local Dense and Adaptive Global Residual Networks.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

3-Stream Convolutional Networks for Video Action Recognition with Hybrid Motion Field.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Robust Contrast Enhancement via Graph-Based Cartoon-Texture Decomposition.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

CNN Based CU Partition Mode Decision Algorithm for HEVC Inter Coding.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Dynamic Filtering with Large Sampling Field for ConvNets.
Proceedings of the Computer Vision - ECCV 2018, 2018

Range Scaling Global U-Net for Perceptual Image Enhancement on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity.
IEEE Trans. Mob. Comput., 2017

Beyond Group: Multiple Person Tracking via Minimal Topology-Energy-Variation.
IEEE Trans. Image Process., 2017

A Load-Balancing Divide-and-Conquer SVM Solver.
ACM Trans. Embed. Comput. Syst., 2017

Underdetermined Joint Blind Source Separation of Multiple Datasets.
IEEE Access, 2017

Fast PixelCNN: Based on network acceleration cache and partial generation network.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Progressive graph-signal sampling and encoding for static 3D geometry representation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Coding sensitive based approximation algorithm for power efficient VBS-DCT VLSI design in HEVC hardwired Intra encoder.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

CNN oriented fast PU mode decision for HEVC hardwired intra encoder.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Sensitivity-based acceleration and compression algorithm for convolution neural network.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

A 200MHZ 202.4GFLOPS@10.8W VGG16 accelerator in Xilinx VX690T.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Transfer knowledge for high sparsity in deep neural networks.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Fully Convolutional Instance-Aware Semantic Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Fast and High Quality Highlight Removal From a Single Image.
IEEE Trans. Image Process., 2016

CU Partition Mode Decision for HEVC Hardwired Intra Encoder Using Convolution Neural Network.
IEEE Trans. Image Process., 2016

A Polynomial Approximation Motion Estimation Model for Motion-Compensated Frame Interpolation.
IEEE Trans. Circuits Syst. Video Technol., 2016

Online distribution and interaction of video data in social multimedia network.
Multim. Tools Appl., 2016

Action Recognition with Joint Attention on Multi-Level Deep Features.
CoRR, 2016

An adaptive intra-frame parallel method based on complexity estimation for HEVC.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Unsupervised person clustering in videos with cross-modal communication.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

HEVC fast FME algorithm using IME RD-costs based error surface fitting scheme.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Underdetermined joint blind source separation based on tensor decomposition.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Superpixel-based image recognition for food images.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2015
High-efficient video compression for social multimedia distribution.
J. Supercomput., 2015

Sliding-Window Optimization on an Ambiguity-Clearness Graph for Multi-object Tracking.
CoRR, 2015

Efficient Divide-And-Conquer Classification Based on Feature-Space Decomposition.
CoRR, 2015

Network codes-based content-centric transmission control in VANET.
Proceedings of the International Conference on Connected Vehicles and Expo, 2015

2014
Visual Words Assignment Via Information-Theoretic Manifold Embedding.
IEEE Trans. Cybern., 2014

Separable Coded Aperture for Depth from a Single Image.
IEEE Signal Process. Lett., 2014

2013
Absolute Depth Estimation From a Single Defocused Image.
IEEE Trans. Image Process., 2013

Free-Viewpoint Video of Human Actors Using Multiple Handheld Kinects.
IEEE Trans. Cybern., 2013

Stereo Interleaving Video Coding With Content Adaptive Image Subsampling.
IEEE Trans. Circuits Syst. Video Technol., 2013

Complexity Reduction and Performance Improvement for Geometry Partitioning in Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2013

Optical Computing System for Fast Non-uniform Image Deblurring.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Adaptive Compressed Sensing Recovery Utilizing the Property of Signal's Autocorrelations.
IEEE Trans. Image Process., 2012

Free Viewpoint Video Coding With Rate-Distortion Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2012

Relay-assisted hierarchical adaptation scheme for multi-user scalable video delivery to heterogeneous mobile devices.
Sci. China Inf. Sci., 2012

An overview of computational photography.
Sci. China Inf. Sci., 2012

Robust joint reconstruction in compressed multi-view imaging.
Proceedings of the 2012 Picture Coding Symposium, 2012

Geometric mapping assisted multi-view depth video coding.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

3D spatial reconstruction and communication from vision field.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Performance Capture of Interacting Characters with Handheld Kinects.
Proceedings of the Computer Vision - ECCV 2012, 2012

Content Adaptive Subsampling for Stereo Interleaving Video Coding.
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

Packet Video Error Concealment Based on Compressed Sensing and Regularized Least Squares.
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

A Single Frame Super-Resolution Method Based on Matrix Completion.
Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

2011
Window-Level Rate Control for Smooth Picture Quality and Smooth Buffer Occupancy.
IEEE Trans. Image Process., 2011

Witsenhausen-Wyner Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2011

Stereoscopic video coding in AVS.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Vision field capture for advanced 3DTV applications.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Parallel implementation of depth-image-based rendering.
Proceedings of the International Conference on 3D Imaging, 2011

Enhanced rate-distortion optimization for stereo interleaving video coding.
Proceedings of the International Conference on 3D Imaging, 2011

Compressed Multi-view Imaging with Joint Reconstruction.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010
Corrections to "A Spatio-Temporal Auto Regressive Model for Frame Rate Up-Conversion" [Sep 09 1289-1301].
IEEE Trans. Circuits Syst. Video Technol., 2010

A Novel JSCC Framework With Diversity-Multiplexing-Coding Gain Tradeoff for Scalable Video Transmission Over Cooperative MIMO.
IEEE Trans. Circuits Syst. Video Technol., 2010

Dual Frame Motion Compensation With Optimal Long-Term Reference Frame Selection and Bit Allocation.
IEEE Trans. Circuits Syst. Video Technol., 2010

Key technologies of light field capture for 3D reconstruction in microscopic scene.
Sci. China Inf. Sci., 2010

Vision field capturing and its applications in 3DTV.
Proceedings of the Picture Coding Symposium, 2010

Region Based Rate-Distortion Analysis for 3D Video Coding.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

Multi-View Stereo Reconstruction with High Dynamic Range Texture.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Concealment of Whole-Picture Loss in Hierarchical B-Picture Scalable Video Coding.
IEEE Trans. Multim., 2009

A Spatio-Temporal Auto Regressive Model for Frame Rate Upconversion.
IEEE Trans. Circuits Syst. Video Technol., 2009

Early Determination of Zero-Quantized 8 , <sup>×</sup>, 8 DCT Coefficients.
IEEE Trans. Circuits Syst. Video Technol., 2009

Spatial-Aided Low-Delay Wyner-Ziv Video Coding.
EURASIP J. Image Video Process., 2009

Window-level rate control for smooth picture quality and smooth buffer occupancy.
Proceedings of the 2009 Picture Coding Symposium, 2009

An Efficient Coding Method for Intra Prediction Mode Information.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Multi-view reconstruction under varying illumination conditions.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Joint resources allocation for cooperative video transmission.
Proceedings of the International Conference on Image Processing, 2009

Slepian-Wolf Coding of Binary Finite Memory Source Using Burrows-Wheeler Transform.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

2008
FGS Coding Using Cycle-Based Leaky Prediction Through Multiple Leaky Factors.
IEEE Trans. Circuits Syst. Video Technol., 2008

Hardware architecture for AVS entropy encoder.
IEEE Trans. Consumer Electron., 2008

B-picture coding in AVS video compression standard.
Signal Process. Image Commun., 2008

Two-Dimensional Map Based Fast Mode Decision for H.264/AVC.
Proceedings of the Advances in Multimedia Information Processing, 2008

Wavelet based distributed video coding with spatial scalability.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Performance Analysis of Dual Frame Motion Compensation.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007
Block-Wise Adaptive Motion Accuracy Based B-Picture Coding With Low-Complexity Motion Compensation.
IEEE Trans. Circuits Syst. Video Technol., 2007

Effective algorithms for fast transcoding of AVS to H.264/AVC in the spatial domain.
Multim. Tools Appl., 2007

Improvements of multiple FGS layers coding for low-delay applications in SVC.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Drift-compensated coding optimization for fast bit-rate reduction transcoding.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Laplacian Distortion Model (LDM) for Rate Control in Video Coding.
Proceedings of the Advances in Multimedia Information Processing, 2007

Rate Control for Hierarchical B-picture Coding with Scaling-factors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Macroblock-level Reduced Resolution Video Coding Allowing Adaptive DCT Coefficients Selection.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Adaptive Spatial and Transform Domain FGS Coding.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Spatio-Temporal Autoregressive Frame Rate Up Conversion Scheme.
Proceedings of the International Conference on Image Processing, 2007

A Novel Error Concealment Method for Stereoscopic Video Coding.
Proceedings of the International Conference on Image Processing, 2007

A Fast Inter Frame Prediction Algorithm for Multi-View Video Coding.
Proceedings of the International Conference on Image Processing, 2007

Low-Complexity FGS Coding for Interlaced SVC in Low-Delay Applications.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Video Coding by Texture Analysis and Synthesis Using Graph Cut.
Proceedings of the Advances in Multimedia Information Processing, 2006

Multi-view Video Coding with Flexible View-Temporal Prediction Structure for Fast Random Access.
Proceedings of the Advances in Multimedia Information Processing, 2006

An efficient SNR scalability coding framework hybrid open-close loop FGS coding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Low-Complexity Adaptive Block-Size Transform Based on Extended Transforms.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

An Efficient FGS Coding Scheme for Interlaced Scalable Video Coding.
Proceedings of the International Conference on Image Processing, 2006

2005
Extended direct mode for hierarchical B picture coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Enhanced direct mode coding for bi-predictive pictures.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

New bi-prediction techniques for B pictures coding.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

New scaling technique for direct mode coding in B pictures.
Proceedings of the 2004 International Conference on Image Processing, 2004


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