Efficient Computing

Residual Matrix Transformers: Scaling the Size of the Residual Stream ICML 2025 ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025 Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ACL 2025 ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams CVPR 2025 ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals ICML 2025 RESQUE: Quantifying Estimator to Task and Distribution Shift for Sustainable Model Reusability AAAI 2025 Rethinking Correspondence-based Category-Level Object Pose Estimation CVPR 2025 Rethinking Repetition Problems of LLMs in Code Generation ACL 2025 Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level Tasks CVPR 2025 Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models COLING 2025 Retraining-free Merging of Sparse MoE via Hierarchical Clustering ICML 2025 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 RETUYT-INCO at BEA 2025 Shared Task: How Far Can Lightweight Models Go in AI-powered Tutor Evaluation? ACL 2025 Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets ICCV 2025 Revealing and Mitigating the Local Pattern Shortcuts of Mamba ACL 2025 ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks ICML 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 Revisiting Pruning vs Quantization for Small Language Models EMNLP 2025 Reward-Guided Speculative Decoding for Efficient LLM Reasoning ICML 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025 RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement CVPR 2025 R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning EMNLP 2025 RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression CVPR 2025