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

A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024
Volterra Neural Networks (VNNs) JMLR 2024
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder NAACL 2024
Adapters Strike Back CVPR 2024
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames CVPR 2024
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR INTERSPEECH 2024
ASTRA: Aligning Speech and Text Representations for Asr without Sampling INTERSPEECH 2024
Werkzeug at SemEval-2024 Task 8: LLM-Generated Text Detection via Gated Mixture-of-Experts Fine-Tuning NAACL 2024
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models ACL 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024
Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation AAAI 2024
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation NIPS 2024
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy NAACL 2024
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning EMNLP 2024
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification COLING 2024
Efficient Large Multi-modal Models via Visual Context Compression NIPS 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024
MULTI-CONVFORMER: Extending Conformer with Multiple Convolution Kernels INTERSPEECH 2024
Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying NAACL 2024
Memory Augmented Language Models through Mixture of Word Experts NAACL 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers EMNLP 2024