conftrace_

efficient computing

781 papers

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EC

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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

Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs ICCV 2025
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers AAAI 2025
Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning EMNLP 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device CVPR 2025
Training-free and Adaptive Sparse Attention for Efficient Long Video Generation ICCV 2025
Harnessing Input-Adaptive Inference for Efficient VLN ICCV 2025
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025
BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks AAAI 2025
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025
Iterative Layer Pruning for Efficient Translation Inference EMNLP 2025
Let’s Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model COLING 2025
ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty COLING 2025
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025
Improving the Efficiency of Visually Augmented Language Models COLING 2025
Q-MiniSAM2: A Quantization-based Benchmark for Resource-Efficient Video Segmentation IJCAI 2025
Layer-wise Vision Injection with Disentangled Attention for Efficient LVLMs ICCV 2025
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025
FastVLM: Efficient Vision Encoding for Vision Language Models CVPR 2025
TreeKV: Smooth Key-Value Cache Compression with Tree Structures IJCAI 2025
HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection ICCV 2025
Boosting Vision State Space Model with Fractal Scanning AAAI 2025