conftrace_

parameter efficiency

417 papers

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model compression (3302) transfer learning (5449) convolutional neural network (4226) large language model (13587) mixture of expert (640) knowledge distillation (3725) neural network (6616) language model (4599) neural network optimization (1293) efficient computing (781)

Papers

CUF: Continuous Upsampling Filters CVPR 2023
Scattering Vision Transformer: Spectral Mixing Matters NIPS 2023
Parameter-Efficient Korean Character-Level Language Modeling EACL 2023
Parameter-efficient Modularised Bias Mitigation via AdapterFusion EACL 2023
Topological Convolutional Layers for Deep Learning JMLR 2023
Continual Learning With Dependency Preserving Hypernetworks WACV 2023
Perceiver-VL: Efficient Vision-and-Language Modeling With Iterative Latent Attention WACV 2023
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution WACV 2023
A Novel Learnable Interpolation Approach for Scale-Arbitrary Image Super-Resolution IJCAI 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning ICCV 2023
Rethinking Vision Transformers for MobileNet Size and Speed ICCV 2023
Rethinking Mobile Block for Efficient Attention-based Models ICCV 2023
XiNet: Efficient Neural Networks for tinyML ICCV 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning INTERSPEECH 2023
GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering INTERSPEECH 2023
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters INTERSPEECH 2023
EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement INTERSPEECH 2023
Mixture-of-Expert Conformer for Streaming Multilingual ASR INTERSPEECH 2023
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs AAAI 2023
Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023
PAD-Net: An Efficient Framework for Dynamic Networks ACL 2023
Teacher and Student Models of Offensive Language in Social Media ACL 2023
Scaling Laws for BERT in Low-Resource Settings ACL 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023