AI News

Staged Continual Adaptation of Multimodal Foundation Models for Japanese Financial Documents (arxiv.org)

Observation Assimilation Transformer: Probabilistic Weather Analysis from Sparse Station Observations (arxiv.org)

Manifold-Informed Neural Networks for Low-Label ECG Electrolyte Inference (arxiv.org)

Recommending Bacterial Cultivation Conditions from 16S rRNA (arxiv.org)

Learning Normal Coordinates on Riemannian Manifolds with Flow Charts (arxiv.org)

Physical AI: Concepts, Techniques, and Challenges (arxiv.org)

M-Plan: Comprehensive Planning For LLM Agents with Memory Arrangement (arxiv.org)

Teaching AI Agent to Play Poker Strategically Through Preference Optimization (arxiv.org)

Does Multi-Agent Collaboration Reduce Hallucination in Clinical Tasks? (arxiv.org)

BitMTP: When Multi-Token Prediction Meets Low-Bit Large Language Models (arxiv.org)

Every Model Leaves a Trace: Multi-Resolution LLM Fingerprinting (arxiv.org)

Plausible Future, Wrong Choice: Steering World-Action Models toward Intended Future (arxiv.org)

A Digital Twin to Improve Cyber-Social Impact (arxiv.org)

Racer: Hunting GPU Kernel Bugs with Symbolic Equivalence Checking (arxiv.org)

After the Attacker Leaves: Benchmarking Carryover Attacks on LLM Agents (arxiv.org)

WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution (arxiv.org)

Code2Video-Compass: A Comprehensive Benchmark for General-Purpose Code-Based Video Generation across T2V, I2V, and V2V (arxiv.org)

The Instruction Tax on Factual Recall: Base Models Can Beat Their Instruction-Tuned Counterparts (arxiv.org)

MAS-Guard: Unified Guardrails from Individual Agents to Multi-Agent LLM Systems (arxiv.org)

VisualEvolve: A Skill Self-Evolution Framework for Visual Reasoning (arxiv.org)

Context-Aware Prompt Injection Detection via Small Language Models in RAG Pipelines: nokast-secureRAG (arxiv.org)

RayCo4D: Ray-Conditioned Continuous Motion Model for Monocular 4D Dynamic Reconstruction (arxiv.org)

Gated Prototype Transfer for Zero-Support Medical Vision Language Model (arxiv.org)

Beyond a Single Sentiment Score: Topical and Affective Dimensions of Emoji Meaning on Twitter (arxiv.org)

TreeWalker: Partial Evaluation for Grouped Tree-Ensemble Inference (arxiv.org)

Evaluating Context Compaction on the Questions That Come Later (arxiv.org)

GALA: Geometry-Aware Language Model for Controllable Object Arrangement (arxiv.org)

VGL-stGen: Learning a shared multimodal model for lung histology and spatial transcriptomics (arxiv.org)

Reasoning with Continuous Latent Diffusion (arxiv.org)

Local Inference of LLMs on Long Contexts: A Data Systems Perspective (arxiv.org)

Region-Guided Food-Package Evidence Extraction and Abstention-Aware Draft R3337 Screening with Selective VLM Review (arxiv.org)

Perceives but Doesn't Brake: A Perception-Action Binding Gap in Reasoning Driving VLAs (arxiv.org)

Temporal Evidence-Parameter Co-Alignment for LLM Reasoning over Temporal Knowledge Graphs (arxiv.org)

Tabular Foundation Models Can Learn Association Rules (arxiv.org)

Agents-as-Peers: Bias-Controlled LLM Evaluation as Multi-Agent Peer Assessment (arxiv.org)

Tensor computing application programming interface: An application-oriented, lightweight API for portable high-performance tensor network computations (arxiv.org)

Theorem prover Arend (arxiv.org)

Africa-Papers: A 10-Billion-Token Multi-Domain Academic Corpus for African Foundation Language Models (arxiv.org)

De-Diffusing WAMs: Action-Sufficient Direct Prediction for Robot Control (arxiv.org)

ClawMMU: Protection-Coherent Virtual Memory for Stateful LLM Agents (arxiv.org)

BAIT: Can LLMs Find What Biases a Reader? A Benchmark for Cognitive Bias Triggers in News (arxiv.org)

Not Self-Decidable: LLMs Cannot Draw the Boundary of What an Agent Verifier Can Check (arxiv.org)

TorchTPU - A Hybrid Eager/Compiled Architecture for Native PyTorch Execution on TPU (arxiv.org)

The Reward Model Selection Crisis in Personalized Alignment (arxiv.org)

Magneton: Optimizing Energy Efficiency of ML Systems via Differential Energy Debugging (arxiv.org)

Hierarchical Semantic Tree Anchoring for CLIP-Based Class-Incremental Learning (arxiv.org)

LLMs are Brittle to Simple Code Transformations: Introducing CETBench - A Benchmark for Code-Equivalence Checking (arxiv.org)

Recognition Is Not Grounding: Benchmarking Multilingual Financial Evidence Extraction (arxiv.org)

Memorizing Who, Knowing How: Benchmarking Personal and Procedural Memory for Persistent Assistants (arxiv.org)

Two $\operatorname{ReLU}$ Layers is All You Need (arxiv.org)