Omni-Embed-Mini: Binding Modalities Without Forgetting via Dense Distillation
Paper • 2610.02148 • Published • 19
Dipankar Sarkar PRO
dipankarsarkar
AI & ML interests
Building the AI-native stack. Agents as infrastructure, safety as architecture, performance as plumbing. I publish the receipts: papers, datasets, demos.
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papers about 11 hours ago
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papers about 22 hours ago
Breaking Babel: A Self-Evolving Multi-Agent System for Long-Form Subtitle Translation
Paper • 2609.38660 • Published • 35
Persona Dosing: Calibrated Activation Steering for Graded Trait Control
Paper • 2609.36388 • Published • 40
Transformers Stop Thinking Too Early, and a Tiny LoRA Fixes It
Paper • 2609.36585 • Published • 63
AutoGUIWorld: Image Generators as Visual World Models for GUI Agent
Paper • 2610.01215 • Published • 49
X-Tree: Tokenizing Reusable Experience for Efficient Agent Generalization
Paper • 2609.32993 • Published • 41
upvoted 13
papers 1 day ago
Overcoming Scaling Limits in On-Policy Self-Distillation for LLM Reasoning
Paper • 2609.37915 • Published • 7
OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning
Paper • 2610.02181 • Published • 14
Smaller Models, Better Rejects: Preference Distillation Scaling
Paper • 2609.38987 • Published • 15
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success Rate but 65% Fewer Tokens
Paper • 2610.01939 • Published • 34
RPTune: Learned Context Curation for LLM Catalog Search
Paper • 2610.00964 • Published • 20
RLE-Bench: A Qualifying Exam for Coding Agents as Robot Learning Engineers
Paper • 2609.34210 • Published • 10
Decoding Looped Transformers Better for (Almost) Free
Paper • 2610.02185 • Published • 25
Do Audio LLMs Listen Before They Act? Diagnosing Acoustic-Context Gating in Voice Agents
Paper • 2609.32536 • Published • 12
AIM: Agentic Idea Management for Automated Research
Paper • 2609.38445 • Published • 49
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery
Paper • 2609.40340 • Published • 104
GraphForge: Training Working Agents with Graph-Anchored Workspace Synthesis
Paper • 2609.38923 • Published • 145
Agent Priors-guided Policy Learning
Paper • 2609.35690 • Published • 73
Removing the NEEDLE in the Haystack: Backdoor Removal in LLMs via Weight Orthogonalisation
Paper • 2610.00348 • Published • 11