Efficient Computing

ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model AAAI 2025 Channel Merging: Preserving Specialization for Merged Experts AAAI 2025 Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025 Charm: The Missing Piece in ViT Fine-Tuning for Image Aesthetic Assessment CVPR 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities NAACL 2025 CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices CVPR 2025 Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025 CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025 CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification SemEval 2025 CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025 Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025 CLOVER: Cross-Layer Orthogonal Vectors Pruning ICML 2025 ClubHeap: A High-Speed and Scalable Priority Queue for Programmable Packet Scheduling NSDI 2025 ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning ACL 2025 CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025 CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations ICML 2025 CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025 COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection CVPR 2025 CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes ICML 2025 COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training ICLR 2025 Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference AAAI 2025 Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model AAAI 2025