Houwen Peng

Orcid: 0000-0001-8544-8952

According to our database1, Houwen Peng authored at least 51 papers between 2013 and 2024.

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Bibliography

2024
Xwin-LM: Strong and Scalable Alignment Practice for LLMs.
CoRR, 2024

Common 7B Language Models Already Possess Strong Math Capabilities.
CoRR, 2024

ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Cyclic Differentiable Architecture Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

FP8-LM: Training FP8 Large Language Models.
CoRR, 2023

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance.
CoRR, 2023

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Attentive Mask CLIP.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-training for Visual Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SeqTrack: Sequence to Sequence Learning for Visual Object Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Multi-Scale 2D Temporal Adjacency Networks for Moment Localization With Natural Language.
IEEE Trans. Pattern Anal. Mach. Intell., 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

TinyViT: Fast Pretraining Distillation for Small Vision Transformers.
Proceedings of the Computer Vision - ECCV 2022, 2022

Expanding Language-Image Pretrained Models for General Video Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022

The Tenth Visual Object Tracking VOT2022 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

MiniViT: Compressing Vision Transformers with Weight Multiplexing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Toward Accurate Pixelwise Object Tracking via Attention Retrieval.
IEEE Trans. Image Process., 2021

Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training.
CoRR, 2021

One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking.
CoRR, 2021

Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Searching the Search Space of Vision Transformer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The Ninth Visual Object Tracking VOT2021 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Learning to Track Objects from Unlabeled Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Rethinking and Improving Relative Position Encoding for Vision Transformer.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

AutoFormer: Searching Transformers for Visual Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Spatio-Temporal Transformer for Visual Tracking.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Revisiting Anchor Mechanisms for Temporal Action Localization.
IEEE Trans. Image Process., 2020

Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language.
CoRR, 2020

Cyclic Differentiable Architecture Search.
CoRR, 2020

Ocean: Object-aware Anchor-free Tracking.
CoRR, 2020

Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Ocean: Object-Aware Anchor-Free Tracking.
Proceedings of the Computer Vision - ECCV 2020, 2020

The Eighth Visual Object Tracking VOT2020 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

A Transductive Approach for Video Object Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization.
CoRR, 2019

Deeper and Wider Siamese Networks for Real-Time Visual Tracking.
CoRR, 2019

AI Coach: Deep Human Pose Estimation and Analysis for Personalized Athletic Training Assistance.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deeper and Wider Siamese Networks for Real-Time Visual Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017
Salient Object Detection via Structured Matrix Decomposition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

2015
Predicting Image Memorability by Multi-view Adaptive Regression.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2014
RGBD Salient Object Detection: A Benchmark and Algorithms.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Illumination Estimation Based on Bilayer Sparse Coding.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013


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