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arXiv:2603.20172v1 Announce Type: cross Abstract: Recent work on chain-of-thought (CoT) faithfulness reports single aggregate numbers (e.g., DeepSeek-R1 acknowl

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

AI Agents Can Already Autonomously Perform Experimental High Energy Physics

arXiv:2603.20179v1 Announce Type: cross Abstract: Large language model-based AI agents are now able to autonomously execute substantial portions of a high energ

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Adaptive Greedy Frame Selection for Long Video Understanding

arXiv:2603.20180v1 Announce Type: cross Abstract: Large vision--language models (VLMs) are increasingly applied to long-video question answering, yet inference

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning

arXiv:2603.20181v1 Announce Type: cross Abstract: The use of ML in cybersecurity has long been impaired by generalization issues: Models that work well in contr

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking

arXiv:2603.20185v1 Announce Type: cross Abstract: Video agentic models have advanced challenging video-language tasks. However, most agentic approaches still he

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation

arXiv:2603.20192v1 Announce Type: cross Abstract: Recent advances in diffusion models have significantly improved text-to-video generation, enabling personalize

ArXiv cs.AI 👁️ Computer Vision 📄 Paper ⚡ AI Lesson 2w ago

From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering

arXiv:2603.20193v1 Announce Type: cross Abstract: Existing tampering detection benchmarks largely rely on object masks, which severely misalign with the true ed

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

HPS: Hard Preference Sampling for Human Preference Alignment

arXiv:2502.14400v5 Announce Type: replace Abstract: Aligning Large Language Model (LLM) responses with human preferences is vital for building safe and controll

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Average Reward Reinforcement Learning for Omega-Regular and Mean-Payoff Objectives

arXiv:2505.15693v3 Announce Type: replace Abstract: Recent advances in reinforcement learning (RL) have renewed interest in reward design for shaping agent beha

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation

arXiv:2506.08898v4 Announce Type: replace Abstract: Recent deep reinforcement learning methods have achieved remarkable success in solving multi-objective combi

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning

arXiv:2506.16931v3 Announce Type: replace Abstract: Effective and efficient task planning is essential for mobile robots, especially in applications like wareho

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Improved Generalized Planning with LLMs through Strategy Refinement and Reflection

arXiv:2508.13876v2 Announce Type: replace Abstract: LLMs have recently been used to generate Python programs representing generalized plans in PDDL planning, i.

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Evaluation-Aware Reinforcement Learning

arXiv:2509.19464v3 Announce Type: replace Abstract: Policy evaluation is a core component of many reinforcement learning (RL) algorithms and a critical tool for

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark

arXiv:2509.24897v2 Announce Type: replace Abstract: The integration of visual understanding and generation into unified multimodal models represents a significa

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

PDDL Axioms Are Equivalent to Least Fixed Point Logic (Extended Version)

arXiv:2510.14412v2 Announce Type: replace Abstract: Axioms are a feature of the Planning Domain Definition Language PDDL that can be considered as a generalizat

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

DAPS++: Rethinking Diffusion Inverse Problems with Decoupled Posterior Annealing

arXiv:2511.17038v2 Announce Type: replace Abstract: From a Bayesian perspective, score-based diffusion solves inverse problems through joint inference, embeddin

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

VIRO: Robust and Efficient Neuro-Symbolic Reasoning with Verification for Referring Expression Comprehension

arXiv:2601.12781v2 Announce Type: replace Abstract: Referring Expression Comprehension (REC) aims to localize the image region corresponding to a natural langua

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

On Sample-Efficient Generalized Planning via Learned Transition Models

arXiv:2602.23148v3 Announce Type: replace Abstract: Generalized planning studies the construction of solution strategies that generalize across families of plan

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

A Unified Framework to Quantify Cultural Intelligence of AI

arXiv:2603.01211v2 Announce Type: replace Abstract: As generative AI technologies are increasingly being launched across the globe, assessing their competence t

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Generative AI-assisted Participatory Modeling in Socio-Environmental Planning under Deep Uncertainty

arXiv:2603.17021v2 Announce Type: replace Abstract: Socio-environmental planning under deep uncertainty requires researchers to identify and conceptualize probl

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

DEAF: A Benchmark for Diagnostic Evaluation of Acoustic Faithfulness in Audio Language Models

arXiv:2603.18048v2 Announce Type: replace Abstract: Recent Audio Multimodal Large Language Models (Audio MLLMs) demonstrate impressive performance on speech ben

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

Agentic Business Process Management: A Research Manifesto

arXiv:2603.18916v2 Announce Type: replace Abstract: This paper presents a manifesto that articulates the conceptual foundations of Agentic Business Process Mana

ArXiv cs.AI 📄 Paper ⚡ AI Lesson 2w ago

Unmasking Algorithmic Bias in Predictive Policing: A GAN-Based Simulation Framework with Multi-City Temporal Analysis

arXiv:2603.18987v2 Announce Type: replace Abstract: Predictive policing systems that direct patrol resources based on algorithmically generated crime forecasts

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 2w ago

Evaluating Game Difficulty in Tetris Block Puzzle

arXiv:2603.18994v2 Announce Type: replace Abstract: Tetris Block Puzzle is a single player stochastic puzzle in which a player places blocks on an 8 x 8 grid to