Deep Learning

Revisit the Open Nature of Open Vocabulary Semantic Segmentation ICLR 2025 Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration ACL 2025 Reviving Poor Object Segmentations in OOD Medical Images using Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free Learning WACV 2025 REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing EMNLP 2025 Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling ICLR 2025 Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model AAAI 2025 Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning ICLR 2025 Reward-Directed Score-Based Diffusion Models via q-Learning JMLR 2025 Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward CVPR 2025 Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design ICML 2025 Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening EMNLP 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025 REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning CVPR 2025 REWIND: Speech Time Reversal for Enhancing Speaker Representations in Diffusion-based Voice Conversion Interspeech 2025 ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025 RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling IJCNLP 2025 Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction ACL 2025 RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025 RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception ICLR 2025 RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction ICLR 2025 RGB2Point: 3D Point Cloud Generation from Single RGB Images WACV 2025 RGBAvatar: Reduced Gaussian Blendshapes for Online Modeling of Head Avatars CVPR 2025 RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba AAAI 2025 RG-VQA: Leveraging Retriever-Generator Pipelines for Knowledge Intensive Visual Question Answering EMNLP 2025