conftrace_

efficient computing

781 papers

Explore in graph

Also known as

EC

Co-occurring keywords

model compression (3302) convolutional neural network (4226) neural network optimization (1293) large language model (13587) attention mechanism (4001) vision transformer (1106) neural network (6616) knowledge distillation (3725) neural architecture search (666) transformer architecture (1560)

Papers

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs ICCV 2025
E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification EMNLP 2025
Cost-Optimal Grouped-Query Attention for Long-Context Modeling EMNLP 2025
M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025
Flexible Frame Selection for Efficient Video Reasoning CVPR 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention AACL 2025
Multilingual Iterative Model Pruning: What Matters? AACL 2025
Token Turing Machines are Efficient Vision Models WACV 2025
RemDet: Rethinking Efficient Model Design for UAV Object Detection AAAI 2025
MaskVD: Region Masking for Efficient Video Object Detection WACV 2025
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025
Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models EMNLP 2025
Quantization without Tears CVPR 2025
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025
Training-Free and Hardware-Friendly Acceleration for Diffusion Models via Similarity-based Token Pruning AAAI 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking AAAI 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025
SpiralMLP: A Lightweight Vision MLP Architecture WACV 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CONLL 2025
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ACL 2025
Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ACL 2025
MOBIUS: Big-to-Mobile Universal Instance Segmentation via Multi-modal Bottleneck Fusion and Calibrated Decoder Pruning ICCV 2025
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025
Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages EMNLP 2025