AI/ML arXiv cs.AI

MMLongEmbed: Benchmarking Multimodal Embedding Models in Long-Context Scenarios

MMLongEmbed is a new benchmark designed to evaluate Multimodal Embedding Models in long-context scenarios across text, document, and video.

Cybersecurity arXiv cs.AI

Is My Vision-Language Data in Your AI? Membership Inference Test (MINT) Demo 2

The Membership Inference Test (MINT) Demo 2 provides a framework and web platform to detect if specific data were used to train AI models.

AI/ML arXiv cs.AI

Automated 3D Kinematic Monitoring for Circadian Activity and Anomaly Detection in Juvenile Fish

A new 3D behavioral phenotyping framework combines deep learning and stereo vision to monitor circadian activity and stress in juvenile tilapia.

AI/ML arXiv cs.AI

Pixel-TTS: Image based Text Rendering for Robust Text-to-Speech

Pixel-TTS is a framework that renders text as images to improve robustness and zero-shot generalization in text-to-speech synthesis.

AI/ML arXiv cs.AI

X-Tokenizer: A Multimodal Action Tokenizer for Vision-Language-Action Pretraining

X-Tokenizer introduces a multimodal action tokenizer using Semantic Residual Quantization to provide a shared interface for robot control in VLA models.

AI/ML arXiv cs.AI

Beyond Self-Attention: Sub-Quadratic Vision Transformers for Fast Image Captioning

A new sub-quadratic Vision Transformer replaces self-attention with a GMM-based probabilistic approach to speed up image captioning.

AI/ML arXiv cs.AI

Sub-Semantic Image Segmentation

The DETECTURE framework enables sub-semantic image segmentation by coupling VLMs with SAM 3 to partition images into stable appearance patterns.

AI/ML arXiv cs.AI

Where Does Texture Evidence Live in SAM? Features, Proposal Masks, and Texture Segmentation

Research explores whether frozen Segment Anything Models (SAM) possess internal texture evidence and how they fail at texture-defined partitions.

Software Engineering Hacker News

ASM SHADER TOY – It's shader toy but you code in asm

ASM Shader Toy is a creative coding platform that allows users to write shaders using assembly language.

Homelab/Self-Hosting Hacker News

Frood, an Alpine Initramfs NAS

Frood is an Alpine Linux-based Initramfs NAS designed for lightweight storage management.

Software Engineering Hacker News

Show HN: VoiceDraw – Talk system design out loud, the diagrams draw themselves

VoiceDraw is a tool that automatically generates system design diagrams from spoken descriptions in real-time.

AI/ML arXiv cs.AI

MiroBench: Benchmarking Realism in Agentic Simulation of Real-world Discussions

The MiroBench benchmark evaluates the realism of LLM agents simulating real-world Reddit discussions across semantic and structural dimensions.

AI/ML arXiv cs.AI

RAMS: Resource-Adaptive and Detection-Conditioned Model Switching for Embedded Edge Perception

RAMS is a runtime controller for embedded edge perception that dynamically switches between YOLOv8 model tiers to optimize latency and accuracy.

Other arXiv cs.AI

Gender Differences in AI Literacy Workshop Outcomes and Deepfake Engagement

A study on Australian students explores how gender affects AI literacy, deepfake engagement, and STEM career aspirations.

AI/ML arXiv cs.AI

VigilFormer: Deformable Attention for Video Anomaly Detection with Causal Risk Inference

VigilFormer is a video anomaly detection framework using deformable spatio-temporal attention and causal risk inference for high-speed surveillance.

AI/ML arXiv cs.AI

Steady-Forcing: Balancing Spatial Persistence and Motion Continuity in Long-Horizon Nature Video Diffusion

Steady-Forcing improves long-horizon nature video diffusion by balancing spatial persistence and motion continuity using a visual anchor and motion memory.

AI/ML arXiv cs.AI

BRIDGE: Biological Evidence Refinement and Heterogeneous Dynamic Gating for Gene Regulatory Networks

BRIDGE is a framework for gene regulatory network inference from scRNA-seq data using contrastive learning and heterogeneous dynamic gating.

AI/ML arXiv cs.AI

Do Large Language Models Have Emotions?

This paper critiques the claim that LLMs have 'functional emotions' by comparing internal representations to biological affective neuroscience.

Software Engineering Hacker News

Nobody clicks your share buttons

A discussion on the inefficiency and low click-through rates of social media share buttons on websites.

Software Engineering Hacker News

Databricks Launches LTAP: A Unified OLAP/OLTP Data Architecture

Databricks introduces LTAP, a unified data architecture aiming to merge OLAP and OLTP capabilities.