Bernard Ghanem

Orcid: 0000-0002-5534-587X

According to our database1, Bernard Ghanem authored at least 358 papers between 2005 and 2024.

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Bibliography

2024
CO2Wounds-V2 Extended Chronic Wounds Dataset From Leprosy Patients with Segmentation and Detection Labels.
Dataset, June, 2024

Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Towards Open Vocabulary Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2024

Deep learning for action spotting in association football videos.
CoRR, 2024

SoccerNet 2024 Challenges Results.
CoRR, 2024

Deep Learning at the Intersection: Certified Robustness as a Tool for 3D Vision.
CoRR, 2024

CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy Patients.
CoRR, 2024

Harnessing Temporal Causality for Advanced Temporal Action Detection.
CoRR, 2024

Towards AI-Powered Video Assistant Referee System (VARS) for Association Football.
CoRR, 2024

Hybrid Structure-from-Motion and Camera Relocalization for Enhanced Egocentric Localization.
CoRR, 2024

Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning.
CoRR, 2024

Investigating Event-Based Cameras for Video Frame Interpolation in Sports.
CoRR, 2024

CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents.
CoRR, 2024

OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos.
CoRR, 2024

Vivid-ZOO: Multi-View Video Generation with Diffusion Model.
CoRR, 2024

CorDA: Context-Oriented Decomposition Adaptation of Large Language Models.
CoRR, 2024

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration.
CoRR, 2024

Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable.
CoRR, 2024

Combating Missing Modalities in Egocentric Videos at Test Time.
CoRR, 2024

X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model.
CoRR, 2024

SPAD : Spatially Aware Multiview Diffusers.
CoRR, 2024

Can Large Language Model Agents Simulate Human Trust Behaviors?
CoRR, 2024

SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?
CoRR, 2024

AToM: Amortized Text-to-Mesh using 2D Diffusion.
CoRR, 2024

Exploring Missing Modality in Multimodal Egocentric Datasets.
CoRR, 2024

RAP-SAM: Towards Real-Time All-Purpose Segment Anything.
CoRR, 2024

Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks.
Comput. Chem. Eng., 2024

Active Learning for Single-Stage Object Detection in UAV Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

StyleAvatar: Stylizing Animatable Head Avatars.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Learning to Read Analog Gauges from Synthetic Data.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Evaluation of Test-Time Adaptation Under Computational Time Constraints.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Boundary Denoising for Video Activity Localization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

DATENeRF: Depth-Aware Text-Based Editing of NeRFs.
Proceedings of the Computer Vision - ECCV 2024, 2024

TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks.
Proceedings of the Computer Vision - ECCV 2024, 2024

GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

ColorMAE: Exploring Data-Independent Masking Strategies in Masked AutoEncoders.
Proceedings of the Computer Vision - ECCV 2024, 2024

On Pretraining Data Diversity for Self-Supervised Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

Efficient Image Pre-training with Siamese Cropped Masked Autoencoders.
Proceedings of the Computer Vision - ECCV 2024, 2024

Tune-an-Ellipse: CLIP Has Potential to Find what you Want.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Privacy-Preserving Optics for Enhancing Protection in Face De-Identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SPAD: Spatially Aware Multi-View Diffusers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Automated Movie Trailer Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Dr<sup>2</sup>Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SimCS: Simulation for Domain Incremental Online Continual Segmentation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding.
Proceedings of the International Conference on 3D Vision, 2024

2023
DeeperGCN: Training Deeper GCNs With Generalized Aggregation Functions.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Knowledge-Aware Global Reasoning for Situation Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

DeepGCNs: Making GCNs Go as Deep as CNNs.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Generalizability of Adversarial Robustness Under Distribution Shifts.
Trans. Mach. Learn. Res., 2023

Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models.
CoRR, 2023

Artificial intelligence optical hardware empowers high-resolution hyperspectral video understanding at 1.2 Tb/s.
CoRR, 2023

Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models.
CoRR, 2023

SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation.
CoRR, 2023

From Categories to Classifier: Name-Only Continual Learning by Exploring the Web.
CoRR, 2023

Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges.
CoRR, 2023

SoccerNet 2023 Challenges Results.
CoRR, 2023

Learning Semantic Segmentation with Query Points Supervision on Aerial Images.
CoRR, 2023

ShadowNet for Data-Centric Quantum System Learning.
CoRR, 2023

Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction.
CoRR, 2023

Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants.
CoRR, 2023

Enhancing Neural Rendering Methods with Image Augmentations.
CoRR, 2023

Dynamically Masked Discriminator for Generative Adversarial Networks.
CoRR, 2023

Exploring Open-Vocabulary Semantic Segmentation without Human Labels.
CoRR, 2023

Mindstorms in Natural Language-Based Societies of Mind.
CoRR, 2023

Revisiting Test Time Adaptation under Online Evaluation.
CoRR, 2023

Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions.
CoRR, 2023

CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society.
CoRR, 2023

Improving GAN Training via Feature Space Shrinkage.
CoRR, 2023

Real-Time Evaluation in Online Continual Learning: A New Paradigm.
CoRR, 2023

Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition.
CoRR, 2023

Constrained Clustering: General Pairwise and Cardinality Constraints.
IEEE Access, 2023

How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Dynamically Masked Discriminator for GANs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Automatic Animation of Hair Blowing in Still Portrait Photos.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Re-ReND: Real-time Rendering of NeRFs across Devices.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning to Identify Critical States for Reinforcement Learning from Videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Unified Continual Learning Framework with General Parameter-Efficient Tuning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Localizing Moments in Long Video Via Multimodal Guidance.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

PIVOT: Prompting for Video Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Computationally Budgeted Continual Learning: What Does Matter?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Characterizing the Semantic Robustness of Face Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Large-Capacity and Flexible Video Steganography via Invertible Neural Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

AdaptiveMix: Improving GAN Training via Feature Space Shrinkage.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ETAD: Training Action Detection End to End on a Laptop.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Online Distillation with Continual Learning for Cyclic Domain Shifts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Active Learning for Action Spotting in Association Football Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Real-Time Evaluation in Online Continual Learning: A New Hope.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Just a Glimpse: Rethinking Temporal Information for Video Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Re<sup>2</sup>TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Combating Mode Collapse via Offline Manifold Entropy Estimation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation.
IEEE Trans. Multim., 2022

ANCER: Anisotropic Certification via Sample-wise Volume Maximization.
Trans. Mach. Learn. Res., 2022

Efficient Video Grounding With Which-Where Reading Comprehension.
IEEE Trans. Circuits Syst. Video Technol., 2022

MVTN: Learning Multi-View Transformations for 3D Understanding.
CoRR, 2022

Localizing Objects in 3D from Egocentric Videos with Visual Queries.
CoRR, 2022

SimCS: Simulation for Online Domain-Incremental Continual Segmentation.
CoRR, 2022

On Robust Learning from Noisy Labels: A Permutation Layer Approach.
CoRR, 2022

Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation.
CoRR, 2022

Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization.
CoRR, 2022

SegNeRF: 3D Part Segmentation with Neural Radiance Fields.
CoRR, 2022

Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training.
CoRR, 2022

Estimating more camera poses for ego-centric videos is essential for VQ3D.
CoRR, 2022

Decoupled Mixup for Generalized Visual Recognition.
CoRR, 2022

Pix4Point: Image Pretrained Transformers for 3D Point Cloud Understanding.
CoRR, 2022

Combating Mode Collapse in GANs via Manifold Entropy Estimation.
CoRR, 2022

Negative Frames Matter in Egocentric Visual Query 2D Localization.
CoRR, 2022

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022.
CoRR, 2022

Certified Robustness in Federated Learning.
CoRR, 2022

Egocentric Video-Language Pretraining.
CoRR, 2022

ETAD: A Unified Framework for Efficient Temporal Action Detection.
CoRR, 2022

UnrealNAS: Can We Search Neural Architectures with Unreal Data?
CoRR, 2022

Contrastive Language-Action Pre-training for Temporal Localization.
CoRR, 2022

Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels.
CoRR, 2022

Towards Assessing and Characterizing the Semantic Robustness of Face Recognition.
CoRR, 2022

OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context.
CoRR, 2022

Data dependent randomized smoothing.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Egocentric Video-Language Pretraining.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline.
Proceedings of the IEEE International Conference on Computational Photography, 2022

SegTAD: Precise Temporal Action Detection via Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

MovieCuts: A New Dataset and Benchmark for Cut Type Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022

Decoupled Mixup for Out-of-Distribution Visual Recognition.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

On the Robustness of Quality Measures for GANs.
Proceedings of the Computer Vision - ECCV 2022, 2022

End-to-End Active Speaker Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

vCLIMB: A Novel Video Class Incremental Learning Benchmark.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Spatio-temporal Relation Modeling for Few-shot Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

3DeformRS: Certifying Spatial Deformations on Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Robust Optimization as Data Augmentation for Large-scale Graphs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Combating Adversaries with Anti-adversaries.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

DeformRS: Certifying Input Deformations with Randomized Smoothing.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks.
Proceedings of the International Conference on 3D Vision, 2022

2021
KGSNet: Key-Point-Guided Super-Resolution Network for Pedestrian Detection in the Wild.
IEEE Trans. Neural Networks Learn. Syst., 2021

Shape-Preserving Stereo Object Remapping via Object-Consistent Grid Warping.
IEEE Trans. Image Process., 2021

MAIN: Multi-Attention Instance Network for video segmentation.
Comput. Vis. Image Underst., 2021

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.
CoRR, 2021

Check Your Other Door! Establishing Backdoor Attacks in the Frequency Domain.
CoRR, 2021

Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization.
CoRR, 2021

Customized Summarizations of Visual Data Collections.
Comput. Graph. Forum, 2021

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Low-Fidelity Video Encoder Optimization for Temporal Action Localization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Training Graph Neural Networks with 1000 Layers.
Proceedings of the 38th International Conference on Machine Learning, 2021

VLG-Net: Video-Language Graph Matching Network for Video Grounding.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Enhancing Adversarial Robustness via Test-time Transformation Ensembling.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Video Self-Stitching Graph Network for Temporal Action Localization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Boundary-sensitive Pre-training for Temporal Localization in Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning to Cut by Watching Movies.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MVTN: Multi-View Transformation Network for 3D Shape Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

MAAS: Multi-modal Assignation for Active Speaker Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

High Quality Disparity Remapping with Two-Stage Warping.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Relation-aware Video Reading Comprehension for Temporal Language Grounding.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

BAOD: Budget-Aware Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of Their Representations for Action Spotting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

APES: Audiovisual Person Search in Untrimmed Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Rethinking Clustering for Robustness.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
End-to-end Learned, Optically Coded Super-resolution SPAD Camera.
ACM Trans. Graph., 2020

Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multi-task Generative Adversarial Network for Detecting Small Objects in the Wild.
Int. J. Comput. Vis., 2020

MAP Inference Via ℓ <sub>2</sub>-Sphere Linear Program Reformulation.
Int. J. Comput. Vis., 2020

Guess where? Actor-supervision for spatiotemporal action localization.
Comput. Vis. Image Underst., 2020

SALA: Soft Assignment Local Aggregation for 3D Semantic Segmentation.
CoRR, 2020

MVTN: Multi-View Transformation Network for 3D Shape Recognition.
CoRR, 2020

FLAG: Adversarial Data Augmentation for Graph Neural Networks.
CoRR, 2020

The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020).
CoRR, 2020

Network Moments: Extensions and Sparse-Smooth Attacks.
CoRR, 2020

DeeperGCN: All You Need to Train Deeper GCNs.
CoRR, 2020

ClusTR: Clustering Training for Robustness.
CoRR, 2020

Adaptive Learning of the Optimal Mini-Batch Size of SGD.
CoRR, 2020

On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective.
CoRR, 2020

RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training.
CoRR, 2020

Self-Supervised Learning by Cross-Modal Audio-Video Clustering.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

ThumbNet: One Thumbnail Image Contains All You Need for Recognition.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Gabor Layers Enhance Network Robustness.
Proceedings of the Computer Vision - ECCV 2020, 2020

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds.
Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Analyzing Semantic Robustness of Deep Neural Networks.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

G-TAD: Sub-Graph Localization for Temporal Action Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-Supervised Learning of Local Features in 3D Point Clouds.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SGAS: Sequential Greedy Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Context-Aware Loss Function for Action Spotting in Soccer Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Active Speakers in Context.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Learning a strong detector for action localization in videos.
Pattern Recognit. Lett., 2019

Detecting small faces in the wild based on generative adversarial network and contextual information.
Pattern Recognit., 2019

Corrigendum to 'Weakly-supervised Object Detection via Mining Pseudo Ground Truth Bounding-boxes' [Pattern Recognition 84 (2018) 68-81].
Pattern Recognit., 2019

ℓ<sub>0</sub>TV: A Sparse Optimization Method for Impulse Noise Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

ℓ<sub>p</sub>ℓp-Box ADMM: A Versatile Framework for Integer Programming.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Robust Gabor Networks.
CoRR, 2019

Assessing the Robustness of Visual Question Answering.
CoRR, 2019

Self-Supervised Learning by Cross-Modal Audio-Video Clustering.
CoRR, 2019

PointRGCN: Graph Convolution Networks for 3D Vehicles Detection Refinement.
CoRR, 2019

Temporal Localization of Moments in Video Collections with Natural Language.
CoRR, 2019

Constrained K-means with General Pairwise and Cardinality Constraints.
CoRR, 2019

Probabilistically True and Tight Bounds for Robust Deep Neural Network Training.
CoRR, 2019

MAP Inference via L2-Sphere Linear Program Reformulation.
CoRR, 2019

Analytical Moment Regularizer for Gaussian Robust Networks.
CoRR, 2019

IAN: Combining Generative Adversarial Networks for Imaginative Face Generation.
CoRR, 2019

Can GCNs Go as Deep as CNNs?
CoRR, 2019

MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds.
CoRR, 2019

RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization.
CoRR, 2019

Efficient Tracking Proposals using 2D-3D Siamese Networks on LIDAR.
CoRR, 2019

Local Color Mapping Combined with Color Transfer for Underwater Image Enhancement.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

OIL: Observational Imitation Learning.
Proceedings of the Robotics: Science and Systems XV, 2019

Deep Layers as Stochastic Solvers.
Proceedings of the 7th International Conference on Learning Representations, 2019

DeepGCNs: Can GCNs Go As Deep As CNNs?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

3D Instance Segmentation via Multi-Task Metric Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Semantic Part RCNN for Real-World Pedestrian Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Missing Labels in Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Leveraging Shape Completion for 3D Siamese Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Novel Framework for Robustness Analysis of Visual QA Models.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Weakly-supervised object detection via mining pseudo ground truth bounding-boxes.
Pattern Recognit., 2018

Representation learning with deep extreme learning machines for efficient image set classification.
Neural Comput. Appl., 2018

Multi-label Learning with Missing Labels Using Mixed Dependency Graphs.
Int. J. Comput. Vis., 2018

Sim4CV: A Photo-Realistic Simulator for Computer Vision Applications.
Int. J. Comput. Vis., 2018

The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary.
CoRR, 2018

A Generalized Matrix Splitting Algorithm.
CoRR, 2018

Supervised Convolutional Sparse Coding.
CoRR, 2018

Teaching UAVs to Race With Observational Imitation Learning.
CoRR, 2018

Contextual Multi-Scale Region Convolutional 3D Network for Activity Detection.
CoRR, 2018

Object Oriented Structure from Motion: Can a Scribble Help?
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Face Super-Resolution Guided by Facial Component Heatmaps.
Proceedings of the Computer Vision - ECCV 2018, 2018

Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild.
Proceedings of the Computer Vision - ECCV 2018, 2018

What Do I Annotate Next? An Empirical Study of Active Learning for Action Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Diagnosing Error in Temporal Action Detectors.
Proceedings of the Computer Vision - ECCV 2018, 2018

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Tagging Like Humans: Diverse and Distinct Image Annotation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Integration of Absolute Orientation Measurements in the KinectFusion Reconstruction Pipeline.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Finding Tiny Faces in the Wild With Generative Adversarial Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Driving Policy Transfer via Modularity and Abstraction.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2017
ActivityNet Challenge 2017 Summary.
CoRR, 2017

Fast Convolutional Sparse Coding in the Dual Domain.
CoRR, 2017

Robustness Analysis of Visual QA Models by Basic Questions.
CoRR, 2017

Teaching UAVs to Race Using UE4Sim.
CoRR, 2017

UE4Sim: A Photo-Realistic Simulator for Computer Vision Applications.
CoRR, 2017

Learning Rotation for Kernel Correlation Filter.
CoRR, 2017

ISTA-Net: Iterative Shrinkage-Thresholding Algorithm Inspired Deep Network for Image Compressive Sensing.
CoRR, 2017

VQABQ: Visual Question Answering by Basic Questions.
CoRR, 2017

Multi-Branch Fully Convolutional Network for Face Detection.
CoRR, 2017

Action Search: Learning to Search for Human Activities in Untrimmed Videos.
CoRR, 2017

Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2D-Driven 3D Object Detection in RGB-D Images.
Proceedings of the IEEE International Conference on Computer Vision, 2017

High Order Tensor Formulation for Convolutional Sparse Coding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Stroke Style Transfer.
Proceedings of the 38th Annual Conference of the European Association for Computer Graphics, 2017

A Matrix Splitting Method for Composite Function Minimization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Diverse Image Annotation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Context-Aware Correlation Filter Tracking.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

SCC: Semantic Context Cascade for Efficient Action Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

SST: Single-Stream Temporal Action Proposals.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

FFTLasso: Large-Scale LASSO in the Fourier Domain.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-scale Fully Convolutional Network for Face Detection in the Wild.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos.
Proceedings of the British Machine Vision Conference 2017, 2017

An Exact Penalty Method for Binary Optimization Based on MPEC Formulation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Robust Visual Tracking via Exclusive Context Modeling.
IEEE Trans. Cybern., 2016

Facial action unit recognition under incomplete data based on multi-label learning with missing labels.
Pattern Recognit., 2016

ℓ<sub>p</sub>-Box ADMM: A Versatile Framework for Integer Programming.
CoRR, 2016

SAR: Stroke Authorship Recognition.
Comput. Graph. Forum, 2016

Persistent Aerial Tracking system for UAVs.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

A Benchmark and Simulator for UAV Tracking.
Proceedings of the Computer Vision - ECCV 2016, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

DAPs: Deep Action Proposals for Action Understanding.
Proceedings of the Computer Vision - ECCV 2016, 2016

Target Response Adaptation for Correlation Filter Tracking.
Proceedings of the Computer Vision - ECCV 2016, 2016

Large Scale Asset Extraction for Urban Images.
Proceedings of the Computer Vision - ECCV 2016, 2016

In Defense of Sparse Tracking: Circulant Sparse Tracker.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

3D Part-Based Sparse Tracker with Automatic Synchronization and Registration.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Proximal Alternating Direction Method for Semi-Definite Rank Minimization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Robust Visual Tracking Via Consistent Low-Rank Sparse Learning.
Int. J. Comput. Vis., 2015

Template Assembly for Detailed Urban Reconstruction.
Comput. Graph. Forum, 2015

Designing Camera Networks by Convex Quadratic Programming.
Comput. Graph. Forum, 2015

Action Recognition Using Discriminative Structured Trajectory Groups.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Multi-template Scale-Adaptive Kernelized Correlation Filters.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Intrinsic Scene Decomposition from RGB-D Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

What Makes an Object Memorable?
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Structural Sparse Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

ℓ0TV: A new method for image restoration in the presence of impulse noise.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

ActivityNet: A large-scale video benchmark for human activity understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Robust Manhattan Frame estimation from a single RGB-D image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

On the relationship between visual attributes and convolutional networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
BILGO: Bilateral greedy optimization for large scale semidefinite programming.
Neurocomputing, 2014

Improving head and body pose estimation through semi-supervised manifold alignment.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

3D Aware Correction and Completion of Depth Maps in Piecewise Planar Scenes.
Proceedings of the Computer Vision - ACCV 2014, 2014

Camera Motion and Surrounding Scene Appearance as Context for Action Recognition.
Proceedings of the Computer Vision - ACCV 2014, 2014

Improving Saliency Models by Predicting Human Fixation Patches.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Low-rank quadratic semidefinite programming.
Neurocomputing, 2013

Robust Visual Tracking via Structured Multi-Task Sparse Learning.
Int. J. Comput. Vis., 2013

Modeling dynamic swarms.
Comput. Vis. Image Underst., 2013

Low-Rank Sparse Coding for Image Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Object Tracking by Occlusion Detection via Structured Sparse Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Automatic Recognition of Offensive Team Formation in American Football Plays.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

A Topic Model Approach to Representing and Classifying Football Plays.
Proceedings of the British Machine Vision Conference, 2013

2012
Context-aware learning for automatic sports highlight recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Do humans fixate on interest points?
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Trajectory-based Fisher kernel representation for action recognition in videos.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust multi-object tracking via cross-domain contextual information for sports video analysis.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Low-Rank Sparse Learning for Robust Visual Tracking.
Proceedings of the Computer Vision - ECCV 2012, 2012

Robust visual tracking via multi-task sparse learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
A Probabilistic Framework for Discriminative Dictionary Learning
CoRR, 2011

MIS-Boost: Multiple Instance Selection Boosting
CoRR, 2011

2010
Dynamic textures: models and applications
PhD thesis, 2010

Dinkelbach NCUT: An Efficient Framework for Solving Normalized Cuts Problems with Priors and Convex Constraints.
Int. J. Comput. Vis., 2010

Sparse Coding of Linear Dynamical Systems with an Application to Dynamic Texture Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Maximum Margin Distance Learning for Dynamic Texture Recognition.
Proceedings of the Computer Vision, 2010

2008
Reduction of lymph tissue false positives in pulmonary embolism detection.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

Segmentation-based Perceptual Image Quality Assessment (SPIQA).
Proceedings of the International Conference on Image Processing, 2008

Extracting a fluid dynamic texture and the background from video.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Phase PCA for Dynamic Texture Video Compression.
Proceedings of the International Conference on Image Processing, 2007

Phase Based Modelling of Dynamic Textures.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2005
Improving cost estimation in market-based coordination of a distributed sensing task.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005


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