ML Anthology

Yang, Yezhou

63 publications

WACV 2025 Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan Turaga
IJCAI 2025 DeepShade: Enable Shade Simulation by Text-Conditioned Image Generation Longchao Da, Xiangrui Liu, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei
TMLR 2025 Dual Caption Preference Optimization for Diffusion Models Amir Saeidi, Yiran Lawrence Luo, Agneet Chatterjee, Shamanthak Hegde, Bimsara Pathiraja, Yezhou Yang, Chitta Baral
NeurIPS 2025 EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment Naga Sai Abhiram Kusumba, Maitreya Patel, Kyle Min, Changhoon Kim, Chitta Baral, Yezhou Yang
CVPRW 2025 Event Quality Score (EQS): Assessing the Realism of Simulated Event Camera Streams via Distance in Latent Space Kaustav Chanda, Aayush Atul Verma, Arpitsinh Vaghela, Yezhou Yang, Bharatesh Chakravarthi
ICCV 2025 FlowChef: Steering of Rectified Flow Models for Controlled Generations Maitreya Patel, Song Wen, Dimitris N. Metaxas, Yezhou Yang
TMLR 2025 Latent Space Energy-Based Neural ODEs Sheng Cheng, Deqian Kong, Jianwen Xie, Kookjin Lee, Ying Nian Wu, Yezhou Yang
ICCV 2025 RefEdit: A Benchmark and Method for Improving Instruction-Based Image Editing Model on Referring Expressions Bimsara Pathiraja, Maitreya Patel, Shivam Singh, Yezhou Yang, Chitta Baral
NeurIPS 2025 Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation Agneet Chatterjee, Rahim Entezari, Maksym Zhuravinskyi, Maksim Lapin, Reshinth Adithyan, Amit Raj, Chitta Baral, Yezhou Yang, Varun Jampani
ICLRW 2025 Steering Rectified Flow Models in the Vector Field for Controlled Image Generation Maitreya Patel, Song Wen, Dimitris N. Metaxas, Yezhou Yang
CVPRW 2025 TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark Forouzan Fallah, Maitreya Patel, Agneet Chatterjee, Vlad I. Morariu, Chitta Baral, Yezhou Yang
ICLR 2025 VOILA: Evaluation of MLLMs for Perceptual Understanding and Analogical Reasoning Nilay Yilmaz, Maitreya Patel, Yiran Lawrence Luo, Tejas Gokhale, Chitta Baral, Suren Jayasuriya, Yezhou Yang
CVPRW 2024 'Eyes of a Hawk and Ears of a Fox': Part Prototype Network for Generalized Zero-Shot Learning Joshua Feinglass, Jayaraman J. Thiagarajan, Rushil Anirudh, T. S. Jayram, Yezhou Yang
NeurIPSW 2024 A Cognitive Framework for Learning Debiased and Interpretable Representations via Debiasing Global Workspace Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
AAAI 2024 ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang
NeurIPSW 2024 Debiasing Global Workspace: A Cognitive Neural Framework for Learning Debiased and Interpretable Representations Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
CVPR 2024 ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Maitreya Patel, Changhoon Kim, Sheng Cheng, Chitta Baral, Yezhou Yang
CVPRW 2024 Evaluating Multimodal Large Language Models Across Distribution Shifts and Augmentations Aayush Atul Verma, Amir Saeidi, Shamanthak Hegde, Ajay Therala, Fenil Denish Bardoliya, Nagaraju Machavarapu, Shri Ajay Kumar Ravindhiran, Srija Malyala, Agneet Chatterjee, Yezhou Yang, Chitta Baral
ECCV 2024 Getting It Right: Improving Spatial Consistency in Text-to-Image Models Agneet Chatterjee, Gabriela Ben Melech Stan, Estelle Guez Aflalo, Sayak Paul, Dhruba Ghosh, Tejas Gokhale, Ludwig Schmidt, Hanna Hajishirzi, Vasudev Lal, Chitta R Baral, Yezhou Yang
CVPRW 2024 Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo, Joshua Feinglass, Tejas Gokhale, Kuan-Cheng Lee, Chitta Baral, Yezhou Yang
CVPR 2024 On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation Agneet Chatterjee, Tejas Gokhale, Chitta Baral, Yezhou Yang
ICLRW 2024 Open-TI: Open Traffic Intelligence with Augmented Language Model Longchao Da, Kuan-Ru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei
ECCV 2024 R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model Changhoon Kim, Kyle Min, Yezhou Yang
ECCV 2024 REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models Agneet Chatterjee, Yiran Luo, Tejas Gokhale, Yezhou Yang, Chitta R Baral
ECCVW 2024 Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi, Aayush Atul Verma, Kostas Daniilidis, Cornelia Fermüller, Yezhou Yang
WACV 2024 Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding Joshua Feinglass, Yezhou Yang
NeurIPS 2024 TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives Maitreya Patel, Abhiram Kusumba, Sheng Cheng, Changhoon Kim, Tejas Gokhale, Chitta Baral, Yezhou Yang
CVPR 2024 WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models Changhoon Kim, Kyle Min, Maitreya Patel, Sheng Cheng, Yezhou Yang
CVPR 2024 eTraM: Event-Based Traffic Monitoring Dataset Aayush Atul Verma, Bharatesh Chakravarthi, Arpitsinh Vaghela, Hua Wei, Yezhou Yang
TMLR 2024 Λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space Maitreya Patel, Sangmin Jung, Chitta Baral, Yezhou Yang
ICCV 2023 Adversarial Bayesian Augmentation for Single-Source Domain Generalization Sheng Cheng, Tejas Gokhale, Yezhou Yang
ICML 2023 Attributing Image Generative Models Using Latent Fingerprints Guangyu Nie, Changhoon Kim, Yezhou Yang, Yi Ren
WACV 2023 Improving Diversity with Adversarially Learned Transformations for Domain Generalization Tejas Gokhale, Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Chitta Baral, Yezhou Yang
NeurIPSW 2023 Self-Supervised Learning to Discover Physical Objects and Predict Their Interactions from Raw Videos Sheng Cheng, Yezhou Yang, Yang Jiao, Yi Ren
NeurIPSW 2022 Benchmarking Counterfactual Reasoning Abilities About Implicit Physical Properties Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang
NeurIPSW 2022 Covariate Shift Detection via Domain Interpolation Sensitivity Tejas Gokhale, Joshua Feinglass, Yezhou Yang
CVPRW 2022 Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang
CVPR 2022 Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lin Liang, Zhe Gan, Lijuan Wang, Yezhou Yang, Zicheng Liu
CVPRW 2022 SSR-GNNs: Stroke-Based Sketch Representation with Graph Neural Networks Sheng Cheng, Yi Ren, Yezhou Yang
CVPRW 2022 Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-Labeled Videos Arnav Chakravarthy, Zhiyuan Fang, Yezhou Yang
ICLR 2021 Decentralized Attribution of Generative Models Changhoon Kim, Yi Ren, Yezhou Yang
AAAI 2021 Attribute-Guided Adversarial Training for Robustness to Natural Perturbations Tejas Gokhale, Rushil Anirudh, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Chitta Baral, Yezhou Yang
ICCV 2021 Compressing Visual-Linguistic Model via Knowledge Distillation Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu
CVPR 2021 Hierarchical and Partially Observable Goal-Driven Policy Learning with Goals Relational Graph Xin Ye, Yezhou Yang
ICLR 2021 SEED: Self-Supervised Distillation for Visual Representation Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu
ICCV 2021 Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral
CVPRW 2020 Enabling Incremental Knowledge Transfer for Object Detection at the Edge Mohammad Farhadi, Mehdi Ghasemi, Sarma B. K. Vrudhula, Yezhou Yang
WACV 2020 TKD: Temporal Knowledge Distillation for Active Perception Mohammad Farhadi Bajestani, Yezhou Yang
ECCV 2020 VQA-LOL: Visual Question Answering Under the Lens of Logic Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang
ECCV 2020 ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language Zhe Wang, Zhiyuan Fang, Jun Wang, Yezhou Yang
CVPRW 2019 Cooking with Blocks : A Recipe for Visual Reasoning on Image-Pairs Tejas Gokhale, Shailaja Sampat, Zhiyuan Fang, Yezhou Yang, Chitta Baral
IJCAI 2019 Integrating Knowledge and Reasoning in Image Understanding Somak Aditya, Yezhou Yang, Chitta Baral
WACV 2019 Spatial Knowledge Distillation to Aid Visual Reasoning Somak Aditya, Rudra Saha, Yezhou Yang, Chitta Baral
UAI 2018 Combining Knowledge and Reasoning Through Probabilistic Soft Logic for Image Puzzle Solving Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos
AAAI 2018 Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering Somak Aditya, Yezhou Yang, Chitta Baral
ECCV 2018 Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, Mingli Song
CVPRW 2017 Hand Movement Prediction Based Collision-Free Human-Robot Interaction Yiwei Wang, Xin Ye, Yezhou Yang, Wenlong Zhang
ECCV 2016 Reliable Attribute-Based Object Recognition Using High Predictive Value Classifiers Wentao Luan, Yezhou Yang, Cornelia Fermüller, John S. Baras
CVPR 2015 Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision Yezhou Yang, Cornelia Fermuller, Yi Li, Yiannis Aloimonos
AAAI 2015 Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web Yezhou Yang, Yi Li, Cornelia Fermüller, Yiannis Aloimonos
CVPR 2013 Detection of Manipulation Action Consequences (MAC) Yezhou Yang, Cornelia Fermuller, Yiannis Aloimonos
ICCV 2011 Active Scene Recognition with Vision and Language Xiaodong Yu, Cornelia Fermüller, Ching Lik Teo, Yezhou Yang, Yiannis Aloimonos
ECCV 2010 What Is the Chance of Happening: A New Way to Predict Where People Look Yezhou Yang, Mingli Song, Na Li, Jiajun Bu, Chun Chen