Diffusion Research
Collection
Research work on Guidance and test-time search for diffusion models, efficient sampling, post-training, RL, perceptual quality,HDR-UGC video quality, • 16 items • Updated • 1
Shreshth
shreshthsaini
AI & ML interests
Generative Models, Image/Video Gen, Post-training, RL for Media Gen, Inverse Problems, Computer vision, video processing, ML
Recent Activity
updated a collection 2 days ago
Diffusion Research updated a model 2 days ago
shreshthsaini/LumaGuide published a model 2 days ago
shreshthsaini/LumaGuideOrganizations
updated a
collection 2 days ago
updated a
model 2 days ago
published a
model 2 days ago
updated a
dataset 6 days ago
liked a
Space 7 days ago
authored 9
papers 8 days ago
LumaFlux: Lifting 8-Bit Worlds to HDR Reality with Physically-Guided Diffusion Transformers
Paper • 2604.02787 • Published
GameScope: A Multi-Attribute, Multi-Codec Benchmark Dataset for Gaming Video Quality Assessment
Paper • 2605.01272 • Published
Seeing Beyond 8bits: Subjective and Objective Quality Assessment of HDR-UGC Videos
Paper • 2603.00938 • Published
CHUG: Crowdsourced User-Generated HDR Video Quality Dataset
Paper • 2510.09879 • Published
HIDRO-VQA: High Dynamic Range Oracle for Video Quality Assessment
Paper • 2311.11059 • Published
Rectified-CFG++ for Flow Based Models
Paper • 2510.07631 • Published
LumaGuide: Distribution Shaping for Training-Free HDR Generation in Diffusion Models
Paper • 2607.26237 • Published
CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion
Paper • 2607.23159 • Published
Latent Guidance in Diffusion Models for Perceptual Evaluations
Paper • 2506.00327 • Published
upvoted a collection 8 days ago
updated 5
models 8 days ago
shreshthsaini/brightrate-study-qwen3vl-8b-sdr
Image-Text-to-Text • Updated • 27
shreshthsaini/brightrate-study-qwen3vl-4b-sdr
Image-Text-to-Text • Updated • 29
shreshthsaini/brightrate-study-qwen3vl-4b-multiexposure
Image-Text-to-Text • Updated • 30
shreshthsaini/brightrate-study-qwen3vl-2b-sdr
Image-Text-to-Text • Updated • 24
shreshthsaini/brightrate-study-qwen3vl-2b-multiexposure
Image-Text-to-Text • Updated • 25