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Chen Sun

82 papers · 2013–2026 · 15 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (107) 🐝 Cross-Pollinator (4) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (15) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (29) πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ‘‘ Triple Crown ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (320) ❓ The Questioner (10) πŸ’Ž Century Club (82) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (14)

Conferences

CVPR (21) ICCV (14) ICLR (10) NIPS (10) ECCV (7) WACV (6) EMNLP (4) CONLL (2) ICML (2) ACL (1) CORL (1) IJCAI (1) INTERSPEECH (1) NAACL (1) NSDI (1)

Top co-authors

Cordelia Schmid (29) Anurag Arnab (10) Arsha Nagrani (8) Kevin Murphy (8) Shijie Wang (7) Ram Nevatia (6) Ellie Pavlick (6) Jiyang Gao (5) Rahul Sukthankar (5) Carl Vondrick (4)

Keywords

multimodal learning (8) video understanding (7) action recognition (6) self-supervised learning (5) zero-shot learning (5) representation learning (5) object detection (5) large language model (4) graph neural network (4) autonomous driving (3) transformer architecture (3) visual question answering (3) contrastive learning (3) convolutional neural network (3) attention mechanism (2) model compression (2) sequence modeling (2) video prediction (2) transfer learning (2) image retrieval (2)

Papers

Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains WACV 2026
You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026
Learning Visual Grounding from Generative Vision and Language Model WACV 2025
Fourier Head: Helping Large Language Models Learn Complex Probability Distributions ICLR 2025
Dense Video Object Captioning from Disjoint Supervision ICLR 2025
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens ICLR 2025
Solving New Tasks by Adapting Internet Video Knowledge ICLR 2025
How new data permeates LLM knowledge and how to dilute it ICLR 2025
How Can Objects Help Video-Language Understanding? ICCV 2025
What is an β€œAbstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025
Motion Prompting: Controlling Video Generation with Motion Trajectories CVPR 2025
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery CVPR 2025
What is an β€œAbstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models CONLL 2025
MotiF: Making Text Count in Image Animation with Motion Focal Loss CVPR 2025
Potential Based Diffusion Motion Planning ICML 2024
Text-Aware Diffusion for Policy Learning NIPS 2024
Pixel-Aligned Language Model CVPR 2024
End-to-End Spatio-Temporal Action Localisation with Video Transformers CVPR 2024
Vamos: Versatile Action Models for Video Understanding ECCV 2024
EPO: Hierarchical LLM Agents with Environment Preference Optimization EMNLP 2024
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? ICLR 2024
Delta-AI: Local objectives for amortized inference in sparse graphical models ICLR 2024
Self-Correcting Self-Consuming Loops for Generative Model Training ICML 2024
Object-Centric Video Representation for Long-Term Action Anticipation WACV 2024
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023
Analyzing Modular Approaches for Visual Question Decomposition EMNLP 2023
Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning NIPS 2023
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NIPS 2023
Deja Vu: Continual Model Generalization for Unseen Domains ICLR 2023
How Can Objects Help Action Recognition? CVPR 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NIPS 2023
Does Visual Pretraining Help End-to-End Reasoning? NIPS 2023
Buffer-based End-to-end Request Event Monitoring in the Cloud NSDI 2022
Multiview Transformers for Video Recognition CVPR 2022
Trajectory balance: Improved credit assignment in GFlowNets NIPS 2022
Masking Modalities for Cross-Modal Video Retrieval WACV 2022
Learning Audio-Video Modalities from Image Captions ECCV 2022
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency ECCV 2022
AVATAR: Unconstrained Audiovisual Speech Recognition INTERSPEECH 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
Unified Graph Structured Models for Video Understanding ICCV 2021
ViViT: A Video Vision Transformer ICCV 2021
Composable Augmentation Encoding for Video Representation Learning ICCV 2021
DenseTNT: End-to-End Trajectory Prediction From Dense Goal Sets ICCV 2021
Episodic Transformer for Vision-and-Language Navigation ICCV 2021
Discrete-Valued Neural Communication NIPS 2021
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps CVPR 2021
Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP 2021
Attention Bottlenecks for Multimodal Fusion NIPS 2021
Learning Temporal Dynamics From Cycles in Narrated Video ICCV 2021
Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos ECCV 2020
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation CVPR 2020
Multi-modal Transformer for Video Retrieval ECCV 2020
Speech2Action: Cross-Modal Supervision for Action Recognition CVPR 2020
D3D: Distilled 3D Networks for Video Action Recognition WACV 2020
TNT: Target-driven Trajectory Prediction CORL 2020
What Makes for Good Views for Contrastive Learning? NIPS 2020
DNU: Deep Non-Local Unrolling for Computational Spectral Imaging CVPR 2020
Unsupervised learning of object structure and dynamics from videos NIPS 2019
Composing Text and Image for Image Retrieval - an Empirical Odyssey CVPR 2019
VideoBERT: A Joint Model for Video and Language Representation Learning ICCV 2019
Automated Pyramid Summarization Evaluation CONLL 2019
Relational Action Forecasting CVPR 2019
Stochastic Prediction of Multi-Agent Interactions from Partial Observations ICLR 2019
Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior CVPR 2019
Unsupervised Discovery of Parts, Structure, and Dynamics ICLR 2019
The INaturalist Species Classification and Detection Dataset CVPR 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification ECCV 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR 2018
AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions CVPR 2018
Actor-centric Relation Network ECCV 2018
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals ICCV 2017
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation ICCV 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era ICCV 2017
Instance-Level Label Propagation with Multi-Instance Learning IJCAI 2017
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR 2017
TALL: Temporal Activity Localization via Language Query ICCV 2017
ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks CVPR 2016
Automatic Concept Discovery From Parallel Text and Visual Corpora ICCV 2015
DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting CVPR 2014
ACTIVE: Activity Concept Transitions in Video Event Classification ICCV 2013