Yinan He
16 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Machine Learning
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video understanding
(5)
multimodal learning
(4)
zero-shot learning
(3)
semantic segmentation
(2)
video generation
(2)
contrastive learning
(2)
benchmark evaluation
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diffusion model
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large language model
(2)
vision transformer
(2)
vision-language model
(2)
masked autoencoder
(2)
in-context learning
(1)
weakly supervised learning
(1)
self-supervised learning
(1)
video classification
(1)
image restoration
(1)
video super-resolution
(1)
video recognition
(1)
question answering
(1)
Papers
DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations
ICCV 2025
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
ICLR 2025
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
CVPR 2025
VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos
ICCV 2025
WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images
CVPR 2025
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
NeurIPS 2024
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
ICLR 2024
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
ECCV 2024
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark
CVPR 2024
VBench: Comprehensive Benchmark Suite for Video Generative Models
CVPR 2024
VideoMamba: State Space Model for Efficient Video Understanding
ECCV 2024
UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding
ICCV 2023
Unmasked Teacher: Towards Training-Efficient Video Foundation Models
ICCV 2023
VideoMAE V2: Scaling Video Masked Autoencoders With Dual Masking
CVPR 2023
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
ECCV 2022
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis
CVPR 2021