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Efficient Computing

6876 directly classified papers

Papers per year

Papers

ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025
AMP-ViT: Optimizing Vision Transformer Efficiency with Adaptive Mixed-Precision Post-Training Quantization WACV 2025
MaskVD: Region Masking for Efficient Video Object Detection WACV 2025
Reliable, Reproducible, and Really Fast Leaderboards with Evalica COLING 2025
EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs COLING 2025
Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling OSDI 2025
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing WACV 2025
Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection COLING 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration WACV 2025
CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE Vulnerabilities NAACL 2025
AudioBench: A Universal Benchmark for Audio Large Language Models NAACL 2025
All-in-One Image Compression and Restoration WACV 2025
AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising NAACL 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management OSDI 2025
RefVSR++: Exploiting Reference Inputs for Reference-Based Video Super-Resolution WACV 2025
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training NAACL 2025
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models NAACL 2025
WaferLLM: Large Language Model Inference at Wafer Scale OSDI 2025
OccLoff: Learning Optimized Feature Fusion for 3D Occupancy Prediction WACV 2025
MegaFusion: Extend Diffusion Models towards Higher-Resolution Image Generation without Further Tuning WACV 2025
Sparsifying Mamba EMNLP 2025