Education
3bb42f6bb1b1ab6809afd6c90865b087-Paper-Datasets_and_Benchmarks_Track.pdf
QA, a multiple-choice trivia dataset that is parallel in English and Basque.
Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models Shuxia Lin
Vision Transformers (ViTs) are widely used in a variety of applications, while they usually have a fixed architecture that may not match the varying computational resources of different deployment environments.
Graph-based Uncertainty Metrics for Long-form Language Model Outputs
Recent advancements in Large Language Models (LLMs) have significantly improved text generation capabilities, but these systems are still known to hallucinate, and granular uncertainty estimation for long-form LLM generations remains challenging.
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
While recent advancements in large multimodal models (LMMs) have significantly improved their abilities in image quality assessment (IQA) relying on absolute quality rating, how to transfer reliable relative quality comparison outputs to continuous perceptual quality scores remains largely unexplored.
MatrixNet: Learning over symmetry groups using learned group representations
We also show that MatrixNet respects group relations allowing generalization to group elements of greater word length than in the training set.
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
When such outliers occur at the end of the data stream, this can cause the final solution to have unexpectedly low accuracy.
