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Training and Applications of Video Foundation Models with NVIDIA NeMo

AI-Powered GenStereo Creates High-Quality Stereo Images

WISA Framework Enhances Physics-Based Text-to-Video Generation

SPIN-Bench: A New Benchmark for Strategic Planning and Social Reasoning in AI

AI-Powered Robotic Grasping with Natural Language Instructions

Multimodal Chain-of-Thought Reasoning: Advancing AI with Combined Modalities

AI Enables Realistic Audio Generation for Long-Form Videos

AI-Powered BlobCtrl Framework Enables Element-Level Image Editing

Rewards Are Enough: Fast Photorealistic Text-to-Image Generation with R0

MTV-Inpaint: A New Multi-Task Framework for Efficient Video Inpainting

Analyzing Error Accumulation and Memory Bottlenecks in Autoregressive Video Diffusion Models

Vision-Language Models and Human-like Categorization

Human Perception of Uncertainty in Large Language Models

VideoMind: A New Agent for Long Video Understanding

Being-0: Hierarchical AI Agent Controls Humanoid Robot

Reinforcement Learning Enhances Stepwise Reasoning in Multimodal Language Models

reWordBench Reveals Vulnerabilities and Improvement Strategies for Reward Models

DreamRenderer Improves Control Over Multi-Instance Image Synthesis

Edit Transfer: One-Shot Image Editing Through AI

New Benchmark for Multimodal Reasoning in Biomedical Microscopy Image Analysis

Personalized Image Generation with Diffusion Transformers: A New Training-Free Approach

V-STaR: A New Benchmark for Evaluating Spatio-Temporal Reasoning in Video-LLMs

CHOrD Enables Collision-Free Generation of Organized 3D Indoor Scene Digital Twins

Large Language Models Struggle with Analogical Reasoning Under Perceptual Uncertainty

SmolDocling: A Compact Vision-Language Model for Multimodal Document Conversion

AI-Powered 3D Modeling: TreeMeshGPT Enables Detailed Mesh Generation

VGGT: A New Transformer-Based Approach to 3D Computer Vision

Self-Supervised Skill Discovery in Open Worlds from Unsegmented Demonstrations

Neighboring Autoregressive Modeling Improves Efficiency in Visual Generation

MaRI: Bridging the Gap Between Synthetic and Real Materials for Next-Generation Material Retrieval

ETCH: Enhanced Body Modeling Under Clothing Through Equivariant Tightness Fitting

ARMOR v0.1: A New Approach to Interleaved Text-Image Generation

Large-Scale Pretraining Improves Grounded Video Caption Generation

AI Model Accurately Predicts Protein Structures

State Space Models: An Efficient Alternative to Transformers?

FlowTok Framework Simplifies Text and Image Conversion

Kolmogorov-Arnold Networks Enhance Attention Mechanisms in Vision Transformers

GoalFlow: A Novel Approach to Multimodal Trajectory Planning for Autonomous Driving

AI-Powered Camera Control Transforms Video Editing with Generative Rendering

PLADIS: Enhancing Diffusion Model Efficiency with Sparse Attention

API vs GUI Agents: Comparing Approaches to LLM-Driven Automation

Federated Learning: Balancing Privacy and Security Risks

PoseLess: Depth-Free Image-to-Joint Mapping for Robot Hand Control

Understanding Classifier Guidance in Diffusion Models

DiLoCo Enables Efficient and Scalable Large Language Model Training

Generating Images from Visual Fragments with AI

Understanding Vision Transformer Behavior Through Influential Neuron Paths

OmniPaint: A New Framework for Seamless Object Insertion and Removal in Images

TruthPrInt Method Tackles Hallucinations in Vision-Language Models

ConsisLoRA Improves Content and Style Consistency in LoRA-based Style Transfer

Vision Language Models Struggle to Understand Image Transformations

PerCoV2: Advanced Image Compression for Extremely Low Bitrates

CoRe² Improves Speed and Quality of Text-to-Image Generation

New Benchmark for AI-Generated Images in Taxonomies

Mapping the Hugging Face Model Universe

SANA-Sprint: Ultra-Fast Image Generation with One-Step Diffusion

4D LangSplat Enables Language-Based Navigation in Dynamic Environments

AI Video Generation Advances with Long Context Tuning for Coherent Scenes

Open-Sora 2.0 Achieves Cost-Effective AI Video Generation

R1-Onevision: A New Multimodal Reasoning Model and Benchmark

Parallel Processing Boosts Autoregressive Image Generation

LightR1 Advances ChainofThought Reasoning Through CurriculumBased Training

GroundingSuite Advances Pixel Grounding for Enhanced Image-Text Understanding

AI Image Generation and Editing Enhanced by Chain-of-Thought Reasoning

Silent Branding Attacks: Data Poisoning of Text-to-Image Diffusion Models

Distilling Diversity: New Research Improves Efficiency and Control in Diffusion Models

UniGoal: A Universal Framework for Zero-Shot Goal-Oriented Navigation

World Models Enhance Embodied Task Planning with Dual Preference Optimization

AI Agent Optimizes Multi-Step Image Editing

Large Reasoning Models Transforming Machine Translation

Conditional Optimal Transport Improves Flow-Based Generative Models

CINEMA: Generating Coherent Multi-Subject Videos with MLLMs

Shifting Focus from Long Input to Long Output in Large Language Model Research

Quantization Improves Efficiency of Whisper Speech Recognition Models

VisualWebInstruct Leverages Web Search to Generate Multimodal Instruction Data

Toxic Silence: Analyzing Conflict in Bug Report Discussions

Addressing Distribution Shifts in Machine Learning for Molecular Simulation

PhysicsGen: Benchmarking Generative Models for Physics Prediction

BIMBA: Efficient Video Analysis for Complex Questions in Long Videos

Self Taught Self Correction Improves Small Language Model Performance

Enhancing RANSAC Generalization with Monte Carlo Diffusion

AI-Powered Health Assistants on Edge Devices: A New Approach to Personalized Medicine

AI-Powered Analysis of Satellite Imagery Achieves New Efficiency

RewardSDS Improves Alignment in AI Image Generation

The Importance of Text Chunking for Retrieval-Augmented Generation

Quantizing Large Language Models for Code Generation: Recent Research Findings

The Impact of Document Count on Retrieval-Augmented Generation Performance

Optimizing Attention Mechanisms in LLMs for Long Context Efficiency

GTR Enhances Visual Language Model Reasoning

TPDiff: A More Efficient Approach to AI Video Generation

Reangle-A-Video: Generating 4D Videos from Single View Input

Next-Generation Motion Synthesis with Multimodal Control and the TMD Dataset

Alias-Free Latent Diffusion Models Enhance Consistency in Image Generation

Multimodal Language Models Enhance Single Cell Analysis

Block Diffusion Models: A New Approach to Flexible Text Generation

AI Agents Enhance Code Localization with Graph-Based Approach

AI Framework Improves Factuality of Medical Summaries

Mitigating the Straggler Effect in Mixture-of-Experts Models with Capacity-Aware Inference

Prioritizing Inference Efficiency for Next-Generation Generative AI

OTTER: A Novel Vision-Language-Action Model for Robotics

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