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

Real-Time Polyp Detection in Colonoscopy Using Lightweight Transformer WACV 2024
Enhanced Feature Learning with Normalized Knowledge Distillation for Audio Tagging INTERSPEECH 2024
UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond NIPS 2024
Lightweight Delivery Detection on Doorbell Cameras WACV 2024
Separable Self and Mixed Attention Transformers for Efficient Object Tracking WACV 2024
Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024
JLBert: Japanese Light BERT for Cross-Domain Short Text Classification COLING 2024
SICAR at RRG2024: GPU Poor’s Guide to Radiology Report Generation ACL 2024
Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection CVPR 2024
CaKDP: Category-aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection CVPR 2024
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust EMNLP 2024
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection WACV 2024
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching NIPS 2024
FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution IJCAI 2024
SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation WACV 2024
C2AIR: Consolidated Compact Aerial Image Haze Removal WACV 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
Omni Aggregation Networks for Lightweight Image Super-Resolution CVPR 2023
Adaptive Neural Network Quantization For Lightweight Speaker Verification INTERSPEECH 2023
MOSLight: A Lightweight Data-Efficient System for Non-Intrusive Speech Quality Assessment INTERSPEECH 2023
Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution CVPR 2023
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution CVPR 2023
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023
Lightweight and Efficient Spoken Language Identification of Long-form Audio INTERSPEECH 2023
Lightweight Network for Video Motion Magnification WACV 2023