conftrace_

efficient computing

781 papers

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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

MB-TaylorFormer: Multi-Branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing ICCV 2023
Lite DETR: An Interleaved Multi-Scale Encoder for Efficient DETR CVPR 2023
The NLP Task Effectiveness of Long-Range Transformers EACL 2023
nanoT5: Fast & Simple Pre-training and Fine-tuning of T5 Models with Limited Resources EMNLP 2023
Efficient Reference-Based Video Super-Resolution (ERVSR): Single Reference Image Is All You Need WACV 2023
Making Scalable Meta Learning Practical NIPS 2023
Consonant is all you need: a compact representation of English text for efficient NLP EMNLP 2023
Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination EMNLP 2023
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs AAAI 2023
A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023
PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023
Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023
G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023
Better and Faster: Adaptive Event Conversion for Event-Based Object Detection AAAI 2023
Long-Range Language Modeling with Selective Cache EMNLP 2023
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023
Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing EMNLP 2023
Toward Accurate Post-Training Quantization for Image Super Resolution CVPR 2023
Brainformers: Trading Simplicity for Efficiency ICML 2023
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation NIPS 2023
OctFormer: Efficient Octree-Based Transformer for Point Cloud Compression with Local Enhancement AAAI 2023
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023
ParaFormer: Parallel Attention Transformer for Efficient Feature Matching AAAI 2023