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Machine Learning

Engineering notes: Service-level Mixture-of-Experts + test-verified publishing in a self-improvement loop [R]

We've been running an autonomous problem solver with a closed reasoning loop: observe → hypothesize → write Python transform(grid) → run ...

Reddit - Machine Learning · 1 min ·
Machine Learning

Why production systems keep making “correct” decisions that are no longer right [D]

I’ve been looking at a recurring failure pattern across AI systems in production. Not model failure, or data quality or infrastructure. S...

Reddit - Machine Learning · 1 min ·
Machine Learning

Advice on becoming a research engineer [D]

I am thinking about becoming a research engineer, and want to ask your advice on how realistic it is, and which strategies make sense in ...

Reddit - Machine Learning · 1 min ·

All Content

[2603.28066] Synonymix: Unified Group Personas for Generative Simulations
Machine Learning

[2603.28066] Synonymix: Unified Group Personas for Generative Simulations

Abstract page for arXiv paper 2603.28066: Synonymix: Unified Group Personas for Generative Simulations

arXiv - AI · 3 min ·
[2603.28032] CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence
Machine Learning

[2603.28032] CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Abstract page for arXiv paper 2603.28032: CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied ...

arXiv - AI · 4 min ·
[2603.27987] Beyond Dataset Distillation: Lossless Dataset Concentration via Diffusion-Assisted Distribution Alignment
Machine Learning

[2603.27987] Beyond Dataset Distillation: Lossless Dataset Concentration via Diffusion-Assisted Distribution Alignment

Abstract page for arXiv paper 2603.27987: Beyond Dataset Distillation: Lossless Dataset Concentration via Diffusion-Assisted Distribution...

arXiv - AI · 4 min ·
[2603.27991] ViviDoc: Generating Interactive Documents through Human-Agent Collaboration
Llms

[2603.27991] ViviDoc: Generating Interactive Documents through Human-Agent Collaboration

Abstract page for arXiv paper 2603.27991: ViviDoc: Generating Interactive Documents through Human-Agent Collaboration

arXiv - AI · 4 min ·
[2603.27918] Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey
Llms

[2603.27918] Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey

Abstract page for arXiv paper 2603.27918: Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey

arXiv - AI · 3 min ·
[2603.27982] CDH-Bench: A Commonsense-Driven Hallucination Benchmark for Evaluating Visual Fidelity in Vision-Language Models
Llms

[2603.27982] CDH-Bench: A Commonsense-Driven Hallucination Benchmark for Evaluating Visual Fidelity in Vision-Language Models

Abstract page for arXiv paper 2603.27982: CDH-Bench: A Commonsense-Driven Hallucination Benchmark for Evaluating Visual Fidelity in Visio...

arXiv - AI · 4 min ·
[2603.27942] JaWildText: A Benchmark for Vision-Language Models on Japanese Scene Text Understanding
Llms

[2603.27942] JaWildText: A Benchmark for Vision-Language Models on Japanese Scene Text Understanding

Abstract page for arXiv paper 2603.27942: JaWildText: A Benchmark for Vision-Language Models on Japanese Scene Text Understanding

arXiv - AI · 4 min ·
[2603.27886] AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D
Machine Learning

[2603.27886] AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D

Abstract page for arXiv paper 2603.27886: AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D

arXiv - AI · 3 min ·
[2603.27868] A Revealed Preference Framework for AI Alignment
Machine Learning

[2603.27868] A Revealed Preference Framework for AI Alignment

Abstract page for arXiv paper 2603.27868: A Revealed Preference Framework for AI Alignment

arXiv - AI · 3 min ·
[2603.27798] Towards Emotion Recognition with 3D Pointclouds Obtained from Facial Expression Images
Machine Learning

[2603.27798] Towards Emotion Recognition with 3D Pointclouds Obtained from Facial Expression Images

Abstract page for arXiv paper 2603.27798: Towards Emotion Recognition with 3D Pointclouds Obtained from Facial Expression Images

arXiv - AI · 4 min ·
[2603.27727] Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiotemporal deep learning
Machine Learning

[2603.27727] Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiotemporal deep learning

Abstract page for arXiv paper 2603.27727: Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiot...

arXiv - AI · 4 min ·
[2603.27705] RAP: Retrieve, Adapt, and Prompt-Fit for Training-Free Few-Shot Medical Image Segmentation
Machine Learning

[2603.27705] RAP: Retrieve, Adapt, and Prompt-Fit for Training-Free Few-Shot Medical Image Segmentation

Abstract page for arXiv paper 2603.27705: RAP: Retrieve, Adapt, and Prompt-Fit for Training-Free Few-Shot Medical Image Segmentation

arXiv - AI · 4 min ·
[2603.27670] ProgressVLA: Progress-Guided Diffusion Policy for Vision-Language Robotic Manipulation
Machine Learning

[2603.27670] ProgressVLA: Progress-Guided Diffusion Policy for Vision-Language Robotic Manipulation

Abstract page for arXiv paper 2603.27670: ProgressVLA: Progress-Guided Diffusion Policy for Vision-Language Robotic Manipulation

arXiv - AI · 3 min ·
[2603.27667] EvA: An Evidence-First Audio Understanding Paradigm for LALMs
Llms

[2603.27667] EvA: An Evidence-First Audio Understanding Paradigm for LALMs

Abstract page for arXiv paper 2603.27667: EvA: An Evidence-First Audio Understanding Paradigm for LALMs

arXiv - AI · 3 min ·
[2603.27626] Umwelt Engineering: Designing the Cognitive Worlds of Linguistic Agents
Llms

[2603.27626] Umwelt Engineering: Designing the Cognitive Worlds of Linguistic Agents

Abstract page for arXiv paper 2603.27626: Umwelt Engineering: Designing the Cognitive Worlds of Linguistic Agents

arXiv - AI · 3 min ·
[2603.27624] Expert Streaming: Accelerating Low-Batch MoE Inference via Multi-chiplet Architecture and Dynamic Expert Trajectory Scheduling
Machine Learning

[2603.27624] Expert Streaming: Accelerating Low-Batch MoE Inference via Multi-chiplet Architecture and Dynamic Expert Trajectory Scheduling

Abstract page for arXiv paper 2603.27624: Expert Streaming: Accelerating Low-Batch MoE Inference via Multi-chiplet Architecture and Dynam...

arXiv - AI · 4 min ·
[2603.27593] STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding
Llms

[2603.27593] STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding

Abstract page for arXiv paper 2603.27593: STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding

arXiv - AI · 3 min ·
[2603.27557] A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators
Machine Learning

[2603.27557] A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators

Abstract page for arXiv paper 2603.27557: A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based G...

arXiv - AI · 4 min ·
[2603.27550] Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs
Machine Learning

[2603.27550] Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs

Abstract page for arXiv paper 2603.27550: Drag or Traction: Understanding How Designers Appropriate Friction in AI Ideation Outputs

arXiv - AI · 4 min ·
[2603.27539] Toward Reliable Evaluation of LLM-Based Financial Multi-Agent Systems: Taxonomy, Coordination Primacy, and Cost Awareness
Llms

[2603.27539] Toward Reliable Evaluation of LLM-Based Financial Multi-Agent Systems: Taxonomy, Coordination Primacy, and Cost Awareness

Abstract page for arXiv paper 2603.27539: Toward Reliable Evaluation of LLM-Based Financial Multi-Agent Systems: Taxonomy, Coordination P...

arXiv - AI · 4 min ·
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