Multimodal Reranking Is a System One Decision
Multimodal rerankers are usually dedicated models: a vision-language model (VLM) is trained on retrieval data to score the candidates of a query. Scoring options is not specific to...
#Multimodal
2344 articles tagged with Multimodal
Not All Features Are Created Equal: A Mechanistic Study of Vision-Language-Action Models
A fine-tuned Vision-Language-Action (VLA) policy can easily place the alphabet soup in the basket on command, just as it saw during fine-tuning. However, if the basket is shifted f...
RoboCasa-Shift: Stage-Aware Robustness Evaluation of Vision-Language-Action Policies in Long-Horizon Household Manipulation
Vision-language-action (VLA) robustness is commonly summarized by aggregate task success, which obscures how individual executions change under distribution shifts and where failur...
RoboJudge: Multimodal Language Models as Judges for Embodied Video Generation
Video generation models are promising foundations for embodied world models, but only if their generated rollouts are physically valid and faithful to task instructions. Multimodal...
NVIDIA CEO Jensen Huang's Bizarre Vision of the Future: Digital Twins and AI Factories
NVIDIA CEO Jensen Huang presented a vision of the future where every company operates two factories: a physical factory and a digital 'twin' that is indistinguishable from reality....
Your vision model cannot see a broken layout. Measure the pixels instead.
A vision model said the layout was fine while the footer was missing. How a pixel-level gate replaced it: per-line margins, CDP screenshots and a control that actually fails.
🤗 openbmb/MiniCPM-V-4.7-35B-A3B: 57.9k downloads/30d, Apache-2.0. This 35B vision model is climbing fast. See what's dri...
🤗 openbmb/MiniCPM-V-4.7-35B-A3B: 57.9k downloads/30d, Apache-2.0. This 35B vision model is climbing fast. See what's driving its rise.https://olud.ai/#leaderboard#OpenSource #AI #H...
ランス、NVIDIAなら興味を持ってくれるかなGPT-4o級モデルが自宅のPCで動いた！ ローカルAIの常識を変える「Strata」 (1/5) https://ascii.jp/elem/000/004/443/4443584/#Appl...
ランス、NVIDIAなら興味を持ってくれるかなGPT-4o級モデルが自宅のPCで動いた！ ローカルAIの常識を変える「Strata」 (1/5) https://ascii.jp/elem/000/004/443/4443584/#Apple #LLM #news #bot
Training AIs to Solve CAPTCHAsInteresting research:Abstract: Vision-language models (VLMs) can solve visual CAPTCHAs wit...
Training AIs to Solve CAPTCHAsInteresting research:Abstract: Vision-language models (VLMs) can solve visual CAPTCHAs without task-specific training, but the agents built on them ap...
Multimodal large language models used as judges can be misled by ordinary plausible explanations, reducing rejection of ...
Multimodal large language models used as judges can be misled by ordinary plausible explanations, reducing rejection of incorrect answers by about 13 percentage points.Source: arXi...
158 lines of Python that caption a folder of images with gpt-4o and write captions.json. Intermediate level, runnable as...
158 lines of Python that caption a folder of images with gpt-4o and write captions.json. Intermediate level, runnable as-is. #python #ai #openai https://www.valtersit.com/python/ai...
Can AI detect eye diseases before vision is lost? How technology is changing eye care
Can artificial intelligence detect eye diseases before vision is lost? Read on to discover how AI-powered screening may help identify eye conditions earlier and support specialist ...
Macはタムズにいくらでもあったんですが……GPT-4o級モデルが自宅のPCで動いた！ ローカルAIの常識を変える「Strata」 https://ascii.jp/elem/000/004/443/4443584/?rss#Apple #...
Macはタムズにいくらでもあったんですが……GPT-4o級モデルが自宅のPCで動いた！ ローカルAIの常識を変える「Strata」 https://ascii.jp/elem/000/004/443/4443584/?rss#Apple #LLM #news #bot
OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory
Multimodal large language models (MLLMs) have made rapid progress on visual reasoning, yet many tasks require evidence that is difficult to obtain through internal reasoning alone:...
Vision-Language-Delta-Action: Learning Compact Deltas as Actionable Transition Interfaces for Robotic Manipulation
Robotic manipulation is not merely observation-to-action generation, but the realization of task-specified state changes in the physical world. Existing vision-language-action (VLA...
TRACE: Tracking Multimodal Clinical Trajectories for Inpatient Risk Prediction
Accurate inpatient risk prediction requires modeling heterogeneous clinical evidence that accumulates irregularly over time. This challenge spans in-hospital mortality, prolonged l...
On the Limits of Scale: Inverse Scaling in Vision-Language Models
Scaling laws suggest that increasing model size, training data, and compute generally yields monotonic performance improvements. While this often holds at the aggregate level, we p...
MMedAgent-Plus: Scaling Multimodal Medical Agents across Modalities, Tasks and Workflows
Medical workflows often require multiple interdependent analyses, but existing specialist and generalist AI models are not designed to coordinate them. We introduce MMedAgent-Plus,...
LG Electronics Pitches 'Zero Labor Home' Vision in New York
LG Electronics unveiled its "Zero Labor Home" vision on a Times Square billboard, tracing its shift from home appliances to AI and robotics.
AI this week (10.12–10.18):• Gemini 4 Argon GA for API / AI Studio• Anthropic distillation defenses• OpenAI GPT-4o / 4.1...
AI this week (10.12–10.18):• Gemini 4 Argon GA for API / AI Studio• Anthropic distillation defenses• OpenAI GPT-4o / 4.1 API sunset Jan 14 2027BFBT Code — Best Friend, Best Tool.DT...
GPT-4o級モデルが自宅のPCで動いた！ ローカルAIの常識を変える「Strata」https://ascii.jp/elem/000/004/443/4443584/?rss#ascii #AI
GPT-4o級モデルが自宅のPCで動いた！ ローカルAIの常識を変える「Strata」https://ascii.jp/elem/000/004/443/4443584/?rss#ascii #AI
LedgerGone: Local WhatsApp Khata & Receipt Auditor for Kirana Stores using Multimodal Gemma 3 and TigerData
What I Built Small Kirana (mom-and-pop grocery) and hardware shopkeepers in India receive...
VIDEO: Building Oman’s Future – SAH’s Vision for Infrastructure, Innovation and Growth
With over three decades of experience in the Sultanate of Oman, SAH continues to play a significant role in shaping Oman’s infrastructure and construction landscape. In an exclusiv...
From vision systems to robotic dogs, local industry leaders share thoughts on automation and AI
Investing in automation or artificial intelligence is a hot topic for many businesses in Northwest Montana, but how companies choose to implement new technology is just as importan...