Ranjay Krishna
- Papers
- 56
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Authored papers
56MolmoAct2: Action Reasoning Models for Real-world Deployment
arXiv 2026
MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation
arXiv 2026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
arXiv 2026
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding
arXiv 2026
TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics
arXiv 2026
WildDet3D: Scaling Promptable 3D Detection in the Wild
arXiv 2026
VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models
arXiv 2026
VLS: Steering Pretrained Robot Policies via Vision-Language Models
arXiv 2026
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?
arXiv 2026
Recurrent-Depth VLA: Implicit Test-Time Compute Scaling of Vision-Language-Action Models via Latent Iterative Reasoning
arXiv 2026
PerceptionComp: A Video Benchmark for Complex Perception-Centric Reasoning
arXiv 2026
Unified Spatio-Temporal Token Scoring for Efficient Video VLMs
arXiv 2026
Video-Based Reward Modeling for Computer-Use Agents
arXiv 2026
Reinforced Visual Perception with Tools
arXiv 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
arXiv 2025
Contrastive Flow Matching
ICCV 2025
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
arXiv 2025
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
arXiv 2025
PointArena: Probing Multimodal Grounding Through Language-Guided Pointing
arXiv 2025
Mull-Tokens: Modality-Agnostic Latent Thinking
arXiv 2025
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
arXiv 2025
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
arXiv 2025
Explain Before You Answer: A Survey on Compositional Visual Reasoning
arXiv 2025
Spatial Mental Modeling from Limited Views
arXiv 2025
MolmoAct: Action Reasoning Models that can Reason in Space
arXiv 2025
Spurious Rewards: Rethinking Training Signals in RLVR
arXiv 2025
Seeking and Updating with Live Visual Knowledge
arXiv 2025
MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation
arXiv 2025
VideoMolmo: Spatio-Temporal Grounding Meets Pointing
arXiv 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
CVPR 2025 1
NVILA: Efficient Frontier Visual Language Models
CVPR 2025 1
One Diffusion to Generate Them All
CVPR 2025 1
THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation
arXiv 2024
SAT: Dynamic Spatial Aptitude Training for Multimodal Language Models
arXiv 2024
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
arXiv 2024
ImageInWords: Unlocking Hyper-Detailed Image Descriptions
arXiv 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
arXiv 2024
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
arXiv 2024
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
arXiv 2024
Negative Token Merging: Image-based Adversarial Feature Guidance
arXiv 2024
TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action
arXiv 2024
m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks
arXiv 2024
Efficient Inference of Vision Instruction-Following Models with Elastic Cache
arXiv 2024
ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models
arXiv 2024
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
arXiv 2024
DataComp: In search of the next generation of multimodal datasets
NeurIPS 2023 11
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
arXiv 2023
Holodeck: Language Guided Generation of 3D Embodied AI Environments
CVPR 2024 1
SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality
sugarcrepe-fixing-hackable-benchmarks-for
Improving Interpersonal Communication by Simulating Audiences with Language Models
arXiv 2023
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
ICCV 2023 1
Quilt-1M: One Million Image-Text Pairs for Histopathology
quilt-1m-one-million-image-text-pairs-for
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
large-language-model-as-attributed-training
EcoAssistant: Using LLM Assistant More Affordably and Accurately
arXiv 2023
MIMIC: Masked Image Modeling with Image Correspondences
arXiv 2023
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering
ACL 2021 5
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