Probabilistic Machine Learning at UT-Austin

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C-Tianyu 

authored a paper about 1 month ago

EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing

Paper • 2509.13399 • Published Sep 16 • 4

mingyuanzhou 

published 4 models 4 months ago

UT-Austin-PML/SiD-EDM2

Updated Jan 31

UT-Austin-PML/SiDA-LSG

Updated Jun 14

UT-Austin-PML/SiD-LSG-multistep

Updated Sep 24, 2024

UT-Austin-PML/SiD_pt

Updated Aug 17, 2024

mingyuanzhou 

updated 2 models 4 months ago

UT-Austin-PML/SiDA-StableDiffusion

Updated Jun 23

UT-Austin-PML/SiDA

Updated Jun 23

gdhe17 

authored 3 papers 4 months ago

Noise Contrastive Alignment of Language Models with Explicit Rewards

Paper • 2402.05369 • Published Feb 8, 2024 • 1

Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models

Paper • 2405.04233 • Published May 7, 2024 • 2

Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Paper • 2506.08009 • Published Jun 9 • 29

mingyuanzhou 

authored a paper 8 months ago

KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding

Paper • 2503.02951 • Published Mar 4 • 33

yyqoni 

authored a paper 8 months ago

KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding

Paper • 2503.02951 • Published Mar 4 • 33

gdhe17 

authored 2 papers 8 months ago

Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator

Paper • 2503.01103 • Published Mar 3 • 5

RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers

Paper • 2502.15894 • Published Feb 21 • 20

yyqoni 

authored 4 papers 10 months ago

Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers

Paper • 2310.05400 • Published Oct 9, 2023 • 1

TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing

Paper • 2203.17266 • Published Mar 31, 2022

Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts

Paper • 2402.10958 • Published Feb 12, 2024

Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model

Paper • 2501.02790 • Published Jan 6 • 9

hjzheng 

authored a paper 10 months ago

Normalizing Flows are Capable Generative Models

Paper • 2412.06329 • Published Dec 9, 2024 • 9

gdhe17 

authored a paper 11 months ago

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis

Paper • 2312.03491 • Published Dec 6, 2023 • 35