Publications (57)
Single Path One-Shot Neural Architecture Search with Uniform Sampling
Zichao Guo, Xiangyu Zhang, Haoyuan Mu +4
Deep Feature Flow for Video Recognition
Xizhou Zhu, Yuwen Xiong, Jifeng Dai +2
Relation Networks for Object Detection
Han Hu, Jiayuan Gu, Zheng Zhang +2
SOLQ: Segmenting Objects by Learning Queries
Bin Dong, Fangao Zeng, Tiancai Wang +2
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought
Yi Peng, Peiyu Wang, Xiaokun Wang +12
Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model
Hongyang Wei, Baixin Xu, Hongbo Liu +18
NovelGym: A Flexible Ecosystem for Hybrid Planning and Learning Agents Designed for Open Worlds
Shivam Goel, Yichen Wei, Panagiotis Lymperopoulos +3
3D Dense Face Alignment via Graph Convolution Networks
Huawei Wei, Shuang Liang, Yichen Wei
Task and Skill Planning: Hierarchical Robot Planning with Black-Box Skills
Benned Hedegaard, Yichen Wei, Ahmed Jaafar +4
End-to-End Human Object Interaction Detection with HOI Transformer
Cheng Zou, Bohan Wang, Yue Hu +8
Rethinking on Multi-Stage Networks for Human Pose Estimation
Wenbo Li, Zhicheng Wang, Binyi Yin +7
Deformable Convolutional Networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong +4
Category Query Learning for Human-Object Interaction Classification
Chi Xie, Fangao Zeng, Yue Hu +2
Model-based Deep Hand Pose Estimation
Xingyi Zhou, Qingfu Wan, Wei Zhang +2
Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection
Jianfeng Liao, Yichen Wei, Raymond Chan Ching Bon +3
Prime-Aware Adaptive Distillation
Youcai Zhang, Zhonghao Lan, Yuchen Dai +4
Pseudo Mask Augmented Object Detection
Xiangyun Zhao, Shuang Liang, Yichen Wei
Deep Kinematic Pose Regression
Xingyi Zhou, Xiao Sun, Wei Zhang +2
Integral Human Pose Regression
Xiao Sun, Bin Xiao, Fangyin Wei +2
Neural Reflectance Fields for Radio-Frequency Ray Tracing
Haifeng Jia, Xinyi Chen, Yichen Wei +2
Dynamic Causal Disentanglement Model for Dialogue Emotion Detection
Yuting Su, Yichen Wei, Weizhi Nie +2
Data Uncertainty Learning in Face Recognition
Jie Chang, Zhonghao Lan, Changmao Cheng +1
NeuroAlign: Hierarchical Multimodal Fusion of Dynamic and Structural Neuroimaging for MCI Analysis
Xiongri Shen, Zhenxi Song, Jiaqi wang +13
BrainCSD: A Hierarchical Consistency-Driven MoE Foundation Model for Unified Connectome Synthesis and Multitask Brain Trait Prediction
Xiongri Shen, Jiaqi Wang, Yi Zhong +9
Simple Baselines for Human Pose Estimation and Tracking
Bin Xiao, Haiping Wu, Yichen Wei
Power-Domain Interference Graph Estimation for Multi-hop BLE Networks
Haifeng Jia, Yichen Wei, Yibo Pi +1
On the Robustness of Human-Object Interaction Detection against Distribution Shift
Chi Xie, Shuang Liang, Jie Li +4
Re-Identification Supervised Texture Generation
Jian Wang, Yunshan Zhong, Yachun Li +2
SkillWrapper: Generative Predicate Invention for Task-level Robot Planning
Ziyi Yang, Benned Hedegaard, Ahmed Jaafar +8
Flow-Guided Feature Aggregation for Video Object Detection
Xizhou Zhu, Yujie Wang, Jifeng Dai +2
Compositional Human Pose Regression
Xiao Sun, Jiaxiang Shang, Shuang Liang +1
Spherical Feature Transform for Deep Metric Learning
Yuke Zhu, Yan Bai, Yichen Wei
Efficient Interference Graph Estimation via Concurrent Flooding
Haifeng Jia, Yichen Wei, Zhan Wang +3
Towards High Performance Video Object Detection for Mobiles
Xizhou Zhu, Jifeng Dai, Xingchi Zhu +2
BEAM: Bi-level Memory-adaptive Algorithmic Evolution for LLM-Powered Heuristic Design
Chuyang Xiang, Yichen Wei, Jiale Ma +2
Evaluating Cognitive and Neuropsychological Assessments -- A Comprehensive Review
Chuang Li, Rubing Lin, Yantong Liu +1
Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch
Yifan Zhang, Liang Hu, Haofeng Sun +12
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
Peiyu Wang, Yi Peng, Yimeng Gan +12
Immunogenic cell death triggered by pathogen ligands via host germ line-encoded receptors
Chuang Li, Yichen Wei, Chao Qin +2
Fully Convolutional Instance-aware Semantic Segmentation
Yi Li, Haozhi Qi, Jifeng Dai +2
Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement
Xiongri Shen, Jiaqi Wang, Yi Zhong +8
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization
Junjie Yan, Ruosi Wan, Xiangyu Zhang +3
Circle Loss: A Unified Perspective of Pair Similarity Optimization
Yifan Sun, Changmao Cheng, Yuhan Zhang +4
Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales
Yifan Sun, Yuke Zhu, Yuhan Zhang +4
Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning
Peiyu Wang, Yichen Wei, Yi Peng +10
Attribute Recognition from Adaptive Parts
Luwei Yang, Ligen Zhu, Yichen Wei +2
Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory
Zile Wang, Zexiang Liu, Jiaxing Li +20
Vehicle Re-identification with Viewpoint-aware Metric Learning
Ruihang Chu, Yifan Sun, Yadong Li +3
Balanced Alignment for Face Recognition: A Joint Learning Approach
Huawei Wei, Peng Lu, Yichen Wei
CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs
Ai Jian, Weijie Qiu, Xiaokun Wang +6
Towards High Performance Video Object Detection
Xizhou Zhu, Jifeng Dai, Lu Yuan +1
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
Xingyi Zhou, Qixing Huang, Xiao Sun +2
Joint Multi-Dimension Pruning via Numerical Gradient Update
Zechun Liu, Xiangyu Zhang, Zhiqiang Shen +4
λ: A Benchmark for Data-Efficiency in Long-Horizon Indoor Mobile Manipulation Robotics
Ahmed Jaafar, Shreyas Sundara Raman, Sudarshan Harithas +7
Angle-based Search Space Shrinking for Neural Architecture Search
Yiming Hu, Yuding Liang, Zichao Guo +5
Learning Region Features for Object Detection
Jiayuan Gu, Han Hu, Liwei Wang +2
MOTR: End-to-End Multiple-Object Tracking with Transformer
Fangao Zeng, Bin Dong, Yuang Zhang +3