conftrace_

computational efficiency

362 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) neural network optimization (1293) convolutional neural network (4226) neural network (6616) attention mechanism (4001) vision transformer (1106) transformer architecture (1560) model architecture (324)

Papers

Bandit Based Attention Mechanism in Vision Transformers WACV 2025
StitchLLM: Serving LLMs, One Block at a Time ACL 2025
SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time WACV 2025
Language-Guided Temporal Token Pruning for Efficient VideoLLM Processing EMNLP 2025
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing ICCV 2025
Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025
Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM ICCV 2025
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025
Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets ICCV 2025
Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract) AAAI 2025
FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025
No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025
Progressive Focused Transformer for Single Image Super-Resolution CVPR 2025
TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration WACV 2025
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025
ThinkSwitcher: When to Think Hard, When to Think Fast EMNLP 2025
A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025
Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding COLING 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model CVPR 2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025
Structural Deep Encoding for Table Question Answering ACL 2025