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Papers
Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity
EMNLP 2024
ASTRA: Aligning Speech and Text Representations for Asr without Sampling
Interspeech 2024
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models
NAACL 2024
Batched Low-Rank Adaptation of Foundation Models
ICLR 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
EMNLP 2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
EMNLP 2024
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
NeurIPS 2024
Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
Interspeech 2024
Compressing Large Language Models using Low Rank and Low Precision Decomposition
NeurIPS 2024
Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding
AAAI 2024
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
NeurIPS 2024
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
NeurIPS 2024
Data-free Neural Representation Compression with Riemannian Neural Dynamics
ICML 2024
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
ACL 2024
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models
EMNLP 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
NeurIPS 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
CVPR 2024
Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation
AAAI 2024
Efficient Large Multi-modal Models via Visual Context Compression
NeurIPS 2024
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
CVPR 2024
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers
EMNLP 2024
Exploring compressibility of transformer based text-to-music (TTM) models
Interspeech 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
CVPR 2024
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning
AAAI 2024
Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke
ACL 2024