repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

PossiblePossibly related (embedding) · 52%Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required →
FuzzyOverlapping authors or contributors · 62%A Self-Evolving Agent for Longitudinal Personal Health Management →
“Shared author/contributor keys: cheng”
FuzzyOverlapping authors or contributors · 62%Simon-SR: Spatially Adaptive Modulation and Visual Prompt Adaptation for Text-Reinforced Super-Resolution →
“Shared author/contributor keys: cheng”
FuzzyOverlapping authors or contributors · 62%TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents →
“Shared author/contributor keys: cheng”
FuzzyOverlapping authors or contributors · 62%M$^\text{4}$World: A Multi-view Multimodal Driving World Model for Interactive Object Manipulation and Minute-long Streaming →
“Shared author/contributor keys: cheng”
FuzzyOverlapping authors or contributors · 62%BiSCo-LLM: Lookup-Free Binary Spherical Coding for Extreme Low-Bit Large Language Model Compression →
“Shared author/contributor keys: cheng”
FuzzyOverlapping authors or contributors · 62%Token-Flow Firewall: Semantic Runtime Auditing for Persistent AI Agents →
“Shared author/contributor keys: cheng”
FuzzyOverlapping authors or contributors · 62%Encoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models →
“Shared author/contributor keys: cheng”

Covers

newsAnthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required

Implements

paperA Self-Evolving Agent for Longitudinal Personal Health Management paperSimon-SR: Spatially Adaptive Modulation and Visual Prompt Adaptation for Text-Reinforced Super-Resolution paperTRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents paperM$^\text{4}$World: A Multi-view Multimodal Driving World Model for Interactive Object Manipulation and Minute-long Streaming paperBiSCo-LLM: Lookup-Free Binary Spherical Coding for Extreme Low-Bit Large Language Model Compression paperToken-Flow Firewall: Semantic Runtime Auditing for Persistent AI Agents paperEncoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models paperFinding H. pylori in the Fine Print: Evidence-Linked Multi-Agent Case Finding from Gastric Biopsy Reports paperReCal3R: Reliability-Calibrated Learning Rates for Streaming 3D Reconstruction paperA Few Teacher Steps Go a Long Way: Cost-Efficient On-Policy Data Augmentation for Agent Post-Training paperSIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning paperDelocalization of bias in unadjusted Hamiltonian Monte Carlo and underdamped Langevin paperLongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget paperVideo = World + Event Stream paperCRISP: Constrained Refinement via Iterative Squeezing Process for Robust Medical Image Segmentation under Domain Shift paperNative Video-Action Pretraining for Generalizable Robot Control paperWorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory paperCLIFE: Camera-LiDAR Fusion Framework for Edge-Deployable Roadside VRU Perception paperToward Semantic Communication for Real-time Mobile 3D Reconstruction paperBeyond Unfolding: 60x Faster One-Stage Unmixing for Closely-Spaced Infrared Small Targets paperA Multi-Agent System for Autonomous, Fine-Tuning-Free Clinical Symptom Detection: Development and Validation Study paperNoise-Robust Box-Supervised Infrared Small Target Detection via Physics-Inspired Soft Label Optimization paperFourier Geometric Wind Power Forecasting with Numerical Weather Prediction paperDebate-on-Graph: Reliable and Adaptive Reasoning of Large Language Model on Uncertain Knowledge Graph paperThree-Body Scattering for Generative Modeling paperA Continual Validation, Updating, and Decision-Making Framework for Self-Adaptive Digital Twins via Robust Model Predictive Control: A Case Study in Additive Manufacturing paperCodeRescue: Budget-Calibrated Recovery Routing for Coding Agents paperNo Training, Better Flights: Test-Time Scaled VLMs for UAV Navigation paperATLAS: A Foundation Neural Sampler for Amorphous Materials paperDSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation paperEvolving Cache Schedules for Fast Diffusion Policy Inference paperMultimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose?paperExtraGS: Enhancing Endoscopic View Extrapolation via Diffusion-Guided 3D Gaussian Splatting paperX$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment paperOpenForgeRL: Train Harness-native Agents in Any Environment paperRippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memory paperEquivariant learning of a transferable three-dimensional classical density functional paperFrom Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework paperSimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning paperSheetCompass: Hierarchical Relation Graphs for Agentic Spreadsheet Reasoning

Related across the graph

paperSimon-SR: Spatially Adaptive Modulation and Visual Prompt Adaptation for Text-Reinforced Super-Resolution paperA Continual Validation, Updating, and Decision-Making Framework for Self-Adaptive Digital Twins via Robust Model Predictive Control: A Case Study in Additive Manufacturing personob-cheng paperToward Semantic Communication for Real-time Mobile 3D Reconstruction paperSheetCompass: Hierarchical Relation Graphs for Agentic Spreadsheet Reasoning paperBiSCo-LLM: Lookup-Free Binary Spherical Coding for Extreme Low-Bit Large Language Model Compression paperDebate-on-Graph: Reliable and Adaptive Reasoning of Large Language Model on Uncertain Knowledge Graph personChindanaiNaKub paperNoise-Robust Box-Supervised Infrared Small Target Detection via Physics-Inspired Soft Label Optimization paperEvolving Cache Schedules for Fast Diffusion Policy Inference personLakshya77089 personPaulOgier paperEncoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models paperFinding H. pylori in the Fine Print: Evidence-Linked Multi-Agent Case Finding from Gastric Biopsy Reports personSonai124 paperFourier Geometric Wind Power Forecasting with Numerical Weather Prediction paperToken-Flow Firewall: Semantic Runtime Auditing for Persistent AI Agents paperReCal3R: Reliability-Calibrated Learning Rates for Streaming 3D Reconstruction personDietrichGebert paperNative Video-Action Pretraining for Generalizable Robot Control personMegashubham person365diascollaboration-prog paperATLAS: A Foundation Neural Sampler for Amorphous Materials paperOpenForgeRL: Train Harness-native Agents in Any Environment newsAnthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required personsanmaxdev paperSIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning paperNo Training, Better Flights: Test-Time Scaled VLMs for UAV Navigation paperSimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning paperWorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory paperEquivariant learning of a transferable three-dimensional classical density functional paperVideo = World + Event Stream personsalaamdev paperCRISP: Constrained Refinement via Iterative Squeezing Process for Robust Medical Image Segmentation under Domain Shift paperCodeRescue: Budget-Calibrated Recovery Routing for Coding Agents paperDSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation paperM$^\text{4}$World: A Multi-view Multimodal Driving World Model for Interactive Object Manipulation and Minute-long Streaming paperBeyond Unfolding: 60x Faster One-Stage Unmixing for Closely-Spaced Infrared Small Targets paperFrom Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework paperA Multi-Agent System for Autonomous, Fine-Tuning-Free Clinical Symptom Detection: Development and Validation Study personI-am-Uchenna paperExtraGS: Enhancing Endoscopic View Extrapolation via Diffusion-Guided 3D Gaussian Splatting paperX$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment personUsul-Dev personhalindrome paperCLIFE: Camera-LiDAR Fusion Framework for Edge-Deployable Roadside VRU Perception paperDelocalization of bias in unadjusted Hamiltonian Monte Carlo and underdamped Langevin personzamal-db personMtze personFato07 personhashner persondhedhialy personuddin-rajaul paperRippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memory paperA Few Teacher Steps Go a Long Way: Cost-Efficient On-Policy Data Augmentation for Agent Post-Training paperMultimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose?personousamabenyounes personmaxfelker paperLongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget personavidspartan1 personTanmay9223 personhooni0918 paperA Self-Evolving Agent for Longitudinal Personal Health Management paperThree-Body Scattering for Generative Modeling personmarking paperTRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents

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