Trending Research
Pyramidal Flow Matching for Efficient Video Generative Modeling
Video generation requires modeling a vast spatiotemporal space, which demands significant computational resources and data usage.
Aria: An Open Multimodal Native Mixture-of-Experts Model
rhymes-ai/aria
•
•
Information comes in diverse modalities.
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
We introduce MLE-bench, a benchmark for measuring how well AI agents perform at machine learning engineering.
Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
We present a foundation model for zero-shot metric monocular depth estimation.
Diffusion for World Modeling: Visual Details Matter in Atari
Motivated by this paradigm shift, we introduce DIAMOND (DIffusion As a Model Of eNvironment Dreams), a reinforcement learning agent trained in a diffusion world model.
LightRAG: Simple and Fast Retrieval-Augmented Generation
Retrieval-Augmented Generation (RAG) systems enhance large language models (LLMs) by integrating external knowledge sources, enabling more accurate and contextually relevant responses tailored to user needs.
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
ohayonguy/PMRF
•
•
Photo-realistic image restoration algorithms are typically evaluated by distortion measures (e. g., PSNR, SSIM) and by perceptual quality measures (e. g., FID, NIQE), where the desire is to attain the lowest possible distortion without compromising on perceptual quality.
Ranked #1 on
Blind Face Restoration
on CelebA-Test
(FID metric)
Agent S: An Open Agentic Framework that Uses Computers Like a Human
We present Agent S, an open agentic framework that enables autonomous interaction with computers through a Graphical User Interface (GUI), aimed at transforming human-computer interaction by automating complex, multi-step tasks.
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
liruiw/HPT
•
•
Previous robot learning methods often collect data to train with one specific embodiment for one task, which is expensive and prone to overfitting.
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
bcmi/libcom
•
•
We have also contributed the first image composition toolbox: libcom https://github. com/bcmi/libcom, which assembles 10+ image composition related functions (e. g., image blending, image harmonization, object placement, shadow generation, generative composition).
