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computational efficiency

425 papers

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Co-occurring keywords · papers mentioning both

model compression (56) efficient computing (47) large language model (35) neural network optimization (29) convolutional neural network (29) neural network (28) attention mechanism (23) vision transformer (22) transformer architecture (19) model architecture (15)

Papers

NeuralSVCD for Efficient Swept Volume Collision Detection CoRL 2025 No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025 Pacmann: Efficient Private Approximate Nearest Neighbor Search ICLR 2025 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer ICLR 2025 Parallel Sequence Modeling via Generalized Spatial Propagation Network CVPR 2025 Principles of Visual Tokens for Efficient Video Understanding ICCV 2025 Progressive Focused Transformer for Single Image Super-Resolution CVPR 2025 Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation ICLR 2025 Pyramidal Flow Matching for Efficient Video Generative Modeling ICLR 2025 Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025 REB-former: RWKV-enhanced E-branchformer for Speech Recognition Interspeech 2025 Rethinking Chain-of-Thought from the Perspective of Self-Training ICML 2025 Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets ICCV 2025 Router-Tuning: A Simple and Effective Approach for Dynamic Depth EMNLP 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025 Simultaneous Masked and Unmasked Decoding with Speculative Decoding Masking for Fast ASR without Accuracy Loss Interspeech 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts EMNLP 2025 SMamba: Sparse Mamba for Event-based Object Detection AAAI 2025 Sparse Structure Exploration and Re-optimization for Vision Transformer UAI 2025 SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time WACV 2025 Squeezed Attention: Accelerating Long Context Length LLM Inference ACL 2025 StitchLLM: Serving LLMs, One Block at a Time ACL 2025 Structural Deep Encoding for Table Question Answering ACL 2025