Deep Learning

Brain-Inspired Stepwise Patch Merging for Vision Transformers IJCAI 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025 Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers ICLR 2025 BrainOOD: Out-of-distribution Generalizable Brain Network Analysis ICLR 2025 Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain Interspeech 2025 BranchOut: Capturing Realistic Multimodality in Autonomous Driving Decisions CoRL 2025 BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Interspeech 2025 Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025 Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025 Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization ICLR 2025 Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025 Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025 Breaking Neural Network Scaling Laws with Modularity ICLR 2025 Breaking Rectangular Shackles: Cross-View Object Segmentation for Fine-Grained Object Geo-Localization ICCV 2025 Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation Interspeech 2025 Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting ICML 2025 Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025 Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks ICML 2025 Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025 Breaking the Low-Rank Dilemma of Linear Attention CVPR 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment EMNLP 2025 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025 Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025 Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics EMNLP 2025