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Papers
Investigation of Layer-Wise Speech Representations in Self-Supervised Learning Models: A Cross-Lingual Study in Detecting Depression
Interspeech 2024
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease
Interspeech 2024
KerasCV and KerasNLP: Multi-framework Models
JMLR 2024
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
ICLR 2024
Large Pre-trained time series models for cross-domain Time series analysis tasks
NeurIPS 2024
LearnerVoice: A Dataset of Non-Native English Learners’ Spontaneous Speech
Interspeech 2024
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
ICML 2024
Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning
Interspeech 2024
Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition
ICML 2024
Learning Versatile Skills with Curriculum Masking
NeurIPS 2024
Leveraging Speech Data Diversity to Document Indigenous Heritage and Culture
Interspeech 2024
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
NeurIPS 2024
LoQT: Low-Rank Adapters for Quantized Pretraining
NeurIPS 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
CVPR 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning
ECCV 2024
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
CVPR 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
Interspeech 2024
Measuring Dejavu Memorization Efficiently
NeurIPS 2024
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation
MIDL 2024
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks
UAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
AAAI 2024
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference
ICML 2024
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract)
IJCAI 2024
Multi-Channel Extension of Pre-trained Models for Speaker Verification
Interspeech 2024
Multilingual Generation in Abstractive Summarization: A Comparative Study
COLING 2024