· ai
From RGB to Lab: Addressing Color Artifacts in AI Image Compositing
A multi-tier approach to segmentation, color correction, and domain-specific enhancement The post From RGB to Lab: Addressing Color Artifacts in AI Image Compos...
-
- · ai
[Paper] WildRayZer: Self-supervised Large View Synthesis in Dynamic Environments
We present WildRayZer, a self-supervised framework for novel view synthesis (NVS) in dynamic environments where both the camera and objects move. Dynamic conten...
- · ai
[Paper] Alterbute: Editing Intrinsic Attributes of Objects in Images
We introduce Alterbute, a diffusion-based method for editing an object's intrinsic attributes in an image. We allow changing color, texture, material, and even ...
- · ai
[Paper] From One-to-One to Many-to-Many: Dynamic Cross-Layer Injection for Deep Vision-Language Fusion
Vision-Language Models (VLMs) create a severe visual feature bottleneck by using a crude, asymmetric connection that links only the output of the vision encoder...
- · ai
[Paper] See Less, Drive Better: Generalizable End-to-End Autonomous Driving via Foundation Models Stochastic Patch Selection
Recent advances in end-to-end autonomous driving show that policies trained on patch-aligned features extracted from foundation models generalize better to Out-...
- · ai
[Paper] CURVE: A Benchmark for Cultural and Multilingual Long Video Reasoning
Recent advancements in video models have shown tremendous progress, particularly in long video understanding. However, current benchmarks predominantly feature ...
- · ai
[Paper] CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos
In this paper, we find that the generation of 3D human motions and 2D human videos is intrinsically coupled. 3D motions provide the structural prior for plausib...
- · ai
[Paper] Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding
Today's strongest video-language models (VLMs) remain proprietary. The strongest open-weight models either rely on synthetic data from proprietary VLMs, effecti...
- · ai
[Paper] Multi-Objective Pareto-Front Optimization for Efficient Adaptive VVC Streaming
Adaptive video streaming has facilitated improved video streaming over the past years. A balance among coding performance objectives such as bitrate, video qual...
- · ai
[Paper] RSATalker: Realistic Socially-Aware Talking Head Generation for Multi-Turn Conversation
Talking head generation is increasingly important in virtual reality (VR), especially for social scenarios involving multi-turn conversation. Existing approache...
- · ai
[Paper] Action100M: A Large-scale Video Action Dataset
Inferring physical actions from visual observations is a fundamental capability for advancing machine intelligence in the physical world. Achieving this require...
- · ai
[Paper] MHub.ai: A Simple, Standardized, and Reproducible Platform for AI Models in Medical Imaging
Artificial intelligence (AI) has the potential to transform medical imaging by automating image analysis and accelerating clinical research. However, research a...