Deep Learning

A Unified Data Representation Learning for Non-parametric Two-sample Testing UAI 2025 A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations ICLR 2025 A Unified Framework for Heterogeneous Semi-supervised Learning CVPR 2025 A Unified Framework for Motion Reasoning and Generation in Human Interaction ICCV 2025 A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025 A Unified Latent Schrodinger Bridge Diffusion Model for Unsupervised Anomaly Detection and Localization CVPR 2025 A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation AAAI 2025 A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025 A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025 A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025 A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning AISTATS 2025 A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025 A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models IJCAI 2025 A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025 AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360deg Unbounded Scene Inpainting CVPR 2025 AuralNet: Hierarchical Attention-based 3D Binaural Localization of Overlapping Speakers Interspeech 2025 AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025 AutoAL: Automated Active Learning with Differentiable Query Strategy Search ICML 2025 Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025 AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs NAACL 2025 AutoCGP: Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations ICLR 2025 Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025 AutoChunker: Structured Text Chunking and its Evaluation ACL 2025 Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens ICCV 2025 Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models ICLR 2025