Model Architecture

Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025 BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models ICLR 2025 Binary Event-Driven Spiking Transformer IJCAI 2025 Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025 Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training ICML 2025 Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025 Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025 Boosting Multimodal Learning via Disentangled Gradient Learning ICCV 2025 Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification AAAI 2025 Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting ICML 2025 Breaking the Low-Rank Dilemma of Linear Attention CVPR 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment ICCV 2025 ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way CVPR 2025 CABS: Conflict-Aware and Balanced Sparsification for Enhancing Model Merging ICML 2025 CACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction COLING 2025 Cached Multi-Lora Composition for Multi-Concept Image Generation ICLR 2025 CacheQuant: Comprehensively Accelerated Diffusion Models CVPR 2025 CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging CVPR 2025 CA-I2P: Channel-Adaptive Registration Network with Global Optimal Selection ICCV 2025 CAM-Based Methods Can See through Walls (Extended Abstract) IJCAI 2025 CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation ICLR 2025 CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction CVPR 2025 CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment EMNLP 2025 Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning ICLR 2025