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

SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection AAAI 2024
Task-Aware Encoder Control for Deep Video Compression CVPR 2024
SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NIPS 2024
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts CVPR 2024
Clockwork Diffusion: Efficient Generation With Model-Step Distillation 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
Preparing Lessons for Progressive Training on Language Models AAAI 2024
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation AAAI 2024
Exploring Token Pruning in Vision State Space Models NIPS 2024
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024
Look-Up Table Compression for Efficient Image Restoration CVPR 2024
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design CVPR 2024
PEM: Prototype-based Efficient MaskFormer for Image Segmentation CVPR 2024
TroL: Traversal of Layers for Large Language and Vision Models EMNLP 2024
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis NIPS 2024
Rethinking Mobile Block for Efficient Attention-based Models ICCV 2023
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge EMNLP 2023
Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023
Towards Efficient and Accurate Winograd Convolution via Full Quantization NIPS 2023
EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction ICCV 2023
Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields ICCV 2023