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

Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023
Long-Range Language Modeling with Selective Cache EMNLP 2023
A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023
Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking NIPS 2023
Temporal Dynamic Quantization for Diffusion Models NIPS 2023
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing NIPS 2023
Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023
Spiking PointNet: Spiking Neural Networks for Point Clouds NIPS 2023
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models NIPS 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023
Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers CVPR 2023
Learned Two-Plane Perspective Prior Based Image Resampling for Efficient Object Detection CVPR 2023
Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention CVPR 2023
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation CVPR 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery CVPR 2023
Parameter Efficient Local Implicit Image Function Network for Face Segmentation CVPR 2023
Lite DETR: An Interleaved Multi-Scale Encoder for Efficient DETR CVPR 2023
Slimmable Dataset Condensation CVPR 2023
Stitchable Neural Networks CVPR 2023
FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction ACL 2023
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ACL 2023
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection ICCV 2023