conftrace_

lightweight model

98 papers

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model compression (3302) knowledge distillation (3725) convolutional neural network (4226) image super-resolution (303) efficient computing (781) text classification (6793) feature extraction (1580) lightweight network (41) large language model (13587) state space model (390)

Papers

A Closer Look at Self-Supervised Lightweight Vision Transformers ICML 2023
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention INTERSPEECH 2023
Extremely Low Bit Quantization for Mobile Speaker Verification Systems Under 1MB Memory INTERSPEECH 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution AAAI 2023
On Prefix-tuning for Lightweight Out-of-distribution Detection ACL 2023
Location-Aware Visual Question Generation with Lightweight Models EMNLP 2023
Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment AAAI 2023
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-resolution AAAI 2023
A Light Weight Model for Active Speaker Detection CVPR 2023
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation CVPR 2023
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NIPS 2023
CTFALite: Lightweight Channel-specific Temporal and Frequency Attention Mechanism for Enhancing the Speaker Embedding Extractor INTERSPEECH 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022
Towards Light-Weight and Real-Time Line Segment Detection AAAI 2022
C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code AACL 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
MISRNet: Lightweight Neural Vocoder Using Multi-Input Single Shared Residual Blocks INTERSPEECH 2022
LCSM: A Lightweight Complex Spectral Mapping Framework for Stereophonic Acoustic Echo Cancellation INTERSPEECH 2022
PCA-Based Knowledge Distillation Towards Lightweight and Content-Style Balanced Photorealistic Style Transfer Models CVPR 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution NIPS 2022
MemSR: Training Memory-efficient Lightweight Model for Image Super-Resolution ICML 2022
ISD at SemEval-2022 Task 6: Sarcasm Detection Using Lightweight Models NAACL 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022
W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition INTERSPEECH 2022