representation learning

Tutorial: Understanding Deep Representation Learning via Neural Collapse

The Changing Landscape of Speech Foundation Models

Slides: The Changing Landscape of Speech Foundation Models

Methods for Learning with Few Data Slides

From NLP to Technical Language Processing (TLP) Slides

LADDER SIAMESE NETWORK: A METHOD AND INSIGHTS FOR MULTI-LEVEL SELF-SUPERVISED LEARNING

FGCVQA: FINE-GRAINED CROSS-ATTENTION FOR MEDICAL VQA

EXPLORING EFFECTIVE KNOWLEDGE DISTILLATION FOR TINY OBJECT DETECTION

REPRESENTATION LEARNING OF VERTEX HEATMAPS FOR 3D HUMAN MESH RECONSTRUCTION FROM MULTI-VIEW IMAGES

CLOT: Contrastive Learning-Driven and Optimal Transport-Based Training for Simultaneous Clustering

FUNCTIONAL KNOWLEDGE TRANSFER WITH SELF-SUPERVISED REPRESENTATION LEARNING

REPEAT AFTER ME: SELF-SUPERVISED LEARNING OF ACOUSTIC-TO-ARTICULATORY MAPPING BY VOCAL IMITATION