Trending Research
MedRAX: Medical Reasoning Agent for Chest X-ray
Chest X-rays (CXRs) play an integral role in driving critical decisions in disease management and patient care.
Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback
pku-alignment/align-anything
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In this work, we make the first attempt to fine-tune all-modality models (i. e. input and output with any modality, also named any-to-any models) using human preference data across all modalities (including text, image, audio, and video), ensuring its behavior aligns with human intentions.
FlashVideo:Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
foundationvision/flashvideo
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DiT diffusion models have achieved great success in text-to-video generation, leveraging their scalability in model capacity and data scale.
Enhance-A-Video: Better Generated Video for Free
NUS-HPC-AI-Lab/Enhance-A-Video
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DiT-based video generation has achieved remarkable results, but research into enhancing existing models remains relatively unexplored.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
IntellAgent represents a paradigm shift in evaluating conversational AI.
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding
To overcome these challenges, we introduce a specialized cognitive module, temporal working memory (TWM), which aims to enhance the temporal modeling capabilities of MFMs.
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
XRIM-Lab/GS-CPR
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International Conference on Learning Representations (ICLR) 2025
We leverage 3D Gaussian Splatting (3DGS) as a scene representation and propose a novel test-time camera pose refinement (CPR) framework, GS-CPR.
LIMO: Less is More for Reasoning
gair-nlp/limo
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While conventional wisdom suggests that sophisticated reasoning tasks demand extensive training data (>100, 000 examples), we demonstrate that complex mathematical reasoning abilities can be effectively elicited with surprisingly few examples.
Free-Form Image Inpainting with Gated Convolution
zuruoke/watermark-removal
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ICCV 2019
We present a generative image inpainting system to complete images with free-form mask and guidance.
Ranked #3 on
Image Inpainting
on Places2 val
Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound
facebookresearch/audiobox-aesthetics
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The quantification of audio aesthetics remains a complex challenge in audio processing, primarily due to its subjective nature, which is influenced by human perception and cultural context.
