Genre
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs
A VSR, respectively) has traditionally been conducted independently.
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information Diyuan Wu
We show for the first time that this leads both to improved convergence bounds under standard assumptions.
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
We propose estimating Gaussian graphical models (GGMs) that are fair with respect to sensitive nodal attributes .
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
Imagine observing someone scratching their arm; to understand why, additional context would be necessary. However, spotting a mosquito nearby would immediately offer a likely explanation for the person's discomfort, thereby alleviating
Recurrent neural networks: vanishing and exploding gradients are not the end of the story
Recurrent neural networks (RNNs) notoriously struggle to learn long-term memories, primarily due to vanishing and exploding gradients.
Visual SKETCHPAD: Sketching as a Visual Chain of Thought for Multimodal Language Models
LMs a visual sketchpad and tools to draw on the sketchpad.