conftrace_

efficient computing

820 papers

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EC

Co-occurring keywords · papers mentioning both

model compression (297) convolutional neural network (95) neural network optimization (79) large language model (68) vision transformer (66) attention mechanism (63) neural network (62) knowledge distillation (57) neural architecture search (57) transformer architecture (49)

Papers

OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs ICLR 2025 Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025 Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network AAAI 2025 Position: AI Scaling: From Up to Down and Out ICML 2025 ProCut: LLM Prompt Compression via Attribution Estimation EMNLP 2025 Progressive Focused Transformer for Single Image Super-Resolution CVPR 2025 PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task ICLR 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 Q-MiniSAM2: A Quantization-based Benchmark for Resource-Efficient Video Segmentation IJCAI 2025 Quantization without Tears CVPR 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025 RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning ACL 2025 Rectifying Magnitude Neglect in Linear Attention ICCV 2025 RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025 RemDet: Rethinking Efficient Model Design for UAV Object Detection AAAI 2025 Representation Shift: Unifying Token Compression with FlashAttention ICCV 2025 ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams CVPR 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment ICCV 2025 RingFormer: Rethinking Recurrent Transformer with Adaptive Level Signals EMNLP 2025 RocketEval: Efficient automated LLM evaluation via grading checklist ICLR 2025 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025 Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors EMNLP 2025 Seeing More with Less: Human-like Representations in Vision Models CVPR 2025