Efficient Computing

Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation AAAI 2025 LightThinker: Thinking Step-by-Step Compression EMNLP 2025 Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables ICCV 2025 Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty ICML 2025 Lightweight-Mark: Rethinking Deep Learning-Based Watermarking ICML 2025 Lightweight Neural App Control ICLR 2025 Lightweight Predictive 3D Gaussian Splats ICLR 2025 Linear Attention Modeling for Learned Image Compression CVPR 2025 Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data ICLR 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing ICLR 2025 LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token ICLR 2025 LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration NAACL 2025 LLM Agents Making Agent Tools ACL 2025 LLM-Assisted Semantic Guidance for Sparsely Annotated Remote Sensing Object Detection ICCV 2025 LLM-Based Web Data Collection for Research Dataset Creation EMNLP 2025 LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025 LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch ICLR 2025 LLMs on a Budget? Say HOLA EMNLP 2025 LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025 Locally Connected Echo State Networks for Time Series Forecasting ICLR 2025 Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025 LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression ICLR 2025 LOD-GS: Achieving Levels of Detail using Scalable Gaussian Soup CVPR 2025 LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming IJCAI 2025