⚡ AI-Lesson Articles

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Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion

arXiv:2603.22372v1 Announce Type: cross Abstract: Recent advances in multimodal learning have motivated the integration of auxiliary modalities such as text or

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

Three Creates All: You Only Sample 3 Steps

arXiv:2603.22375v1 Announce Type: cross Abstract: Diffusion models deliver high-fidelity generation but remain slow at inference time due to many sequential net

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

AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access

arXiv:2603.22376v1 Announce Type: cross Abstract: Recent advances in AI agents for software engineering and scientific discovery have demonstrated remarkable ca

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

Abnormalities and Disease Detection in Gastro-Intestinal Tract Images

arXiv:2603.22378v1 Announce Type: cross Abstract: Gastrointestinal (GI) tract image analysis plays a crucial role in medical diagnosis. This research addresses

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

Instruction-Tuned, but Not More Verifiable Instruction-Following: A Cross-Task Diagnosis for LoRA Adapters

arXiv:2603.22379v1 Announce Type: cross Abstract: Adapters are often selected and deployed based on nominal labels (e.g., instruction-tuned), which implicitly s

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

Symbolic Graph Networks for Robust PDE Discovery from Noisy Sparse Data

arXiv:2603.22380v1 Announce Type: cross Abstract: Data-driven discovery of partial differential equations (PDEs) offers a promising paradigm for uncovering gove

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

Learning When to Act: Interval-Aware Reinforcement Learning with Predictive Temporal Structure

arXiv:2603.22384v1 Announce Type: cross Abstract: Autonomous agents operating in continuous environments must decide not only what to do, but when to act. We in

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

Latent Style-based Quantum Wasserstein GAN for Drug Design

arXiv:2603.22399v1 Announce Type: cross Abstract: The development of new drugs is a tedious, time-consuming, and expensive process, for which the average costs

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

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

arXiv:2603.22435v1 Announce Type: cross Abstract: "Code-as-Policy" considers how executable code can complement data-intensive Vision-Language-Action (VLA) meth

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

Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs

arXiv:2603.22446v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has significantly improved reasoning in large language m

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

LLM-guided headline rewriting for clickability enhancement without clickbait

arXiv:2603.22459v1 Announce Type: cross Abstract: Enhancing reader engagement while preserving informational fidelity is a central challenge in controllable tex

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

Color When It Counts: Grayscale-Guided Online Triggering for Always-On Streaming Video Sensing

arXiv:2603.22466v1 Announce Type: cross Abstract: Always-on sensing is essential for next-generation edge/wearable AI systems, yet continuous high-fidelity RGB

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

Stability-Preserving Online Adaptation of Neural Closed-loop Maps

arXiv:2603.22469v1 Announce Type: cross Abstract: The growing complexity of modern control tasks calls for controllers that can react online as objectives and d

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

Functional Component Ablation Reveals Specialization Patterns in Hybrid Language Model Architectures

arXiv:2603.22473v1 Announce Type: cross Abstract: Hybrid language models combining attention with state space models (SSMs) or linear attention offer improved e

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

Cognitive Training for Language Models: Towards General Capabilities via Cross-Entropy Games

arXiv:2603.22479v1 Announce Type: cross Abstract: Defining a constructive process to build general capabilities for language models in an automatic manner is co

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

Tiny Inference-Time Scaling with Latent Verifiers

arXiv:2603.22492v1 Announce Type: cross Abstract: Inference-time scaling has emerged as an effective way to improve generative models at test time by using a ve

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

Do Large Language Models Reduce Research Novelty? Evidence from Information Systems Journals

arXiv:2603.22510v1 Announce Type: cross Abstract: Large language models such as ChatGPT have increased scholarly output, but whether this productivity boost pro

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

High Resolution Flood Extent Detection Using Deep Learning with Random Forest Derived Training Labels

arXiv:2603.22518v1 Announce Type: cross Abstract: Validation of flood models, used to support risk mitigation strategies, remains challenging due to limited obs

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

LLMON: An LLM-native Markup Language to Leverage Structure and Semantics at the LLM Interface

arXiv:2603.22519v1 Announce Type: cross Abstract: Textual Large Language Models (LLMs) provide a simple and familiar interface: a string of text is used for bot

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

GraphRAG for Engineering Diagrams: ChatP&ID Enables LLM Interaction with P&IDs

arXiv:2603.22528v1 Announce Type: cross Abstract: Large Language Models (LLMs) combined with Retrieval-Augmented Generation (RAG) and knowledge graphs offer new

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

Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos

arXiv:2603.22529v1 Announce Type: cross Abstract: Multimodal AI agents are increasingly automating complex real-world workflows that involve online web executio

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

STRIATUM-CTF: A Protocol-Driven Agentic Framework for General-Purpose CTF Solving

arXiv:2603.22577v1 Announce Type: cross Abstract: Large Language Models (LLMs) have demonstrated potential in code generation, yet they struggle with the multi-

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

Lie to Me: How Faithful Is Chain-of-Thought Reasoning in Reasoning Models?

arXiv:2603.22582v1 Announce Type: cross Abstract: Chain-of-thought (CoT) reasoning has been proposed as a transparency mechanism for large language models in sa

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

flexvec: SQL Vector Retrieval with Programmatic Embedding Modulation

arXiv:2603.22587v1 Announce Type: cross Abstract: As AI agents become the primary consumers of retrieval APIs, there is an opportunity to expose more of the ret