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Efficient Computing

6876 directly classified papers

Papers per year

Papers

ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025
Data Generation for Hardware-Friendly Post-Training Quantization WACV 2025
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025
Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025
Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies AAAI 2025
ELMGS: Enhancing Memory and Computation Scalability through Compression for 3D Gaussian Splatting WACV 2025
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models AAAI 2025
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025
ConvMixFormer- A Resource-Efficient Convolution Mixer for Transformer-Based Dynamic Hand Gesture Recognition WACV 2025
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025
SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025
Pre-training Distillation for Large Language Models: A Design Space Exploration ACL 2025
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches NAACL 2025
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025
TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues NAACL 2025
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025
Simulate, Refine and Integrate: Strategy Synthesis for Efficient SMT Solving IJCAI 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025
Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning IJCAI 2025
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025