Deep Learning
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
The code is available here.
Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
Synthetic face recognition (SFR) aims to generate synthetic face datasets that mimic the distribution of real face data, which allows for training face recognition models in a privacy-preserving manner.
Can Transformers Smell Like Humans?
In this work, we ask the question of whether pre-trained transformer models of chemical structures encode representations that are aligned with human olfactory perception, i.e., can transformers smell like humans?
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
Code can be found at https://github.com/nsidn98/LLaMAR
Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations David Schneider Simon Reiß Marco Kugler Alexander Jaus Kunyu Peng Susanne Sutschet M. Saquib Sarfraz
Like prisoners in Plato's cave, neural networks for human motion understanding often rely on indirect
A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
In this paper, we introduce VidProM, the first large-scale dataset comprising 1.67 M illion unique text-to-Vid eo Pro mpts from real users.