TRAIS Lab

university

https://trais-lab.github.io

AI & ML interests

None defined yet.

authored a paper 3 months ago

Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning

Paper • 2605.21488 • Published May 20 • 7

submitted a paper to Daily Papers 3 months ago

Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning

Paper • 2605.21488 • Published May 20 • 7

authored a paper 7 months ago

Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments

Paper • 2601.01075 • Published Jan 3 • 6

submitted a paper to Daily Papers 7 months ago

Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments

Paper • 2601.01075 • Published Jan 3 • 6

in trais-lab/dattri-benchmark 9 months ago

Update wikitext2_gpt2 experiment

#5 opened 9 months ago by

Update wikitext2_gpt2 experiment

#4 opened 9 months ago by

authored a paper 9 months ago

PAN: A World Model for General, Interactable, and Long-Horizon World Simulation

Paper • 2511.09057 • Published Nov 12, 2025 • 82

in trais-lab/dattri-benchmark 10 months ago

wikitext2_gpt2 experiment

#3 opened 10 months ago by

authored 2 papers about 1 year ago

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

Paper • 2506.21876 • Published Jun 27, 2025 • 28

Contrasting Adversarial Perturbations: The Space of Harmless Perturbations

Paper • 2402.02095 • Published Feb 3, 2024 • 1

updated a dataset about 1 year ago

trais-lab/DCA-Bench

Updated May 31, 2025 • 836 • 2

published a dataset about 1 year ago

trais-lab/DCA-Bench

Updated May 31, 2025 • 836 • 2

authored 2 papers almost 2 years ago

Defining and Extracting generalizable interaction primitives from DNNs

Paper • 2401.16318 • Published Jan 29, 2024 • 1

DCA-Bench: A Benchmark for Dataset Curation Agents

Paper • 2406.07275 • Published Jun 11, 2024 • 1