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Efficient Computing

6876 directly classified papers

Papers per year

Papers

WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression CVPR 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs CVPR 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025
Efficient Diffusion as Low Light Enhancer CVPR 2025
HyperGS: Hyperspectral 3D Gaussian Splatting CVPR 2025
Condensing Action Segmentation Datasets via Generative Network Inversion CVPR 2025
ECF-YOLOv7-Tiny: Improving Feature Fusion and the Receptive Field for Lightweight Object Detectors WACV 2025
gsplat: An Open-Source Library for Gaussian Splatting JMLR 2025
Pyrrha: Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter NSDI 2025
eTran: Extensible Kernel Transport with eBPF NSDI 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025
LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models ACL 2025
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models ACL 2025
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025
Pre-training Distillation for Large Language Models: A Design Space Exploration ACL 2025
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025
Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling ACL 2025
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025
Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025