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

FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses INTERSPEECH 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness NAACL 2024
HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms NAACL 2024
LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation IJCAI 2024
Evaluating Workflows for Creating Orthographic Transcripts for Oral Corpora by Transcribing from Scratch or Correcting ASR-Output COLING 2024
HydraViT: Stacking Heads for a Scalable ViT NIPS 2024
Tackling Long Code Search with Splitting, Encoding, and Aggregating COLING 2024
How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena COLING 2024
MetaSeg: MetaFormer-Based Global Contexts-Aware Network for Efficient Semantic Segmentation WACV 2024
Lightweight Delivery Detection on Doorbell Cameras WACV 2024
Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning WACV 2024
FFT-Based Dynamic Token Mixer for Vision AAAI 2024
SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers WACV 2024
mALBERT: Is a Compact Multilingual BERT Model Still Worth It? COLING 2024
Token Fusion: Bridging the Gap Between Token Pruning and Token Merging WACV 2024
FLORA: Fine-Grained Low-Rank Architecture Search for Vision Transformer WACV 2024
Bi-ViT: Pushing the Limit of Vision Transformer Quantization AAAI 2024
F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis AAAI 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024