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 Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications CVPR 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization CVPR 2024
Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024
Learning to Select Views for Efficient Multi-View Understanding CVPR 2024
In Defense of Structural Sparse Adapters for Concurrent LLM Serving EMNLP 2024
Point Transformer V3: Simpler Faster Stronger CVPR 2024
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NIPS 2024
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models CVPR 2024
Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs CVPR 2024
Diffusion Models Without Attention CVPR 2024
PointBeV: A Sparse Approach for BeV Predictions CVPR 2024
SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers CVPR 2024
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses INTERSPEECH 2024
Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NIPS 2024
DeepCache: Accelerating Diffusion Models for Free CVPR 2024
The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract) AAAI 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model EMNLP 2024
TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024
SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction CVPR 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution AAAI 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024