Takara TLDR - Daily AI Papers https://tldr.takara.ai Daily AI research papers from Takara.ai Fri, 12 Jun 2026 05:33:19 +0000 The Hidden Power of Scaling Factor in LoRA Optimization https://tldr.takara.ai/p/2606.12883 Thu, 11 Jun 2026 04:19:32 +0000 https://tldr.takara.ai/p/2606.12883 Person Identification from Contextual Motion https://tldr.takara.ai/p/2606.13410 Thu, 11 Jun 2026 14:39:25 +0000 https://tldr.takara.ai/p/2606.13410 Once-for-All: Scalable Simultaneous Forecasting via Equilibrium State Estimation https://tldr.takara.ai/p/2606.13285 Thu, 11 Jun 2026 12:42:39 +0000 https://tldr.takara.ai/p/2606.13285 Interpretable Factor Decomposition for Decision Intelligence in Large-Scale Financial Markets: Evidence from China's A-Share Market https://tldr.takara.ai/p/2606.12843 Thu, 11 Jun 2026 03:11:32 +0000 https://tldr.takara.ai/p/2606.12843 Modern analog computing for solving differential and matrix equations https://tldr.takara.ai/p/2606.13179 Thu, 11 Jun 2026 10:46:22 +0000 https://tldr.takara.ai/p/2606.13179 ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages https://tldr.takara.ai/p/2606.13572 Thu, 11 Jun 2026 16:59:42 +0000 https://tldr.takara.ai/p/2606.13572 Accelerating Speculative Diffusions via Block Verification https://tldr.takara.ai/p/2606.13426 Thu, 11 Jun 2026 14:54:13 +0000 https://tldr.takara.ai/p/2606.13426 CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees https://tldr.takara.ai/p/2606.12840 Thu, 11 Jun 2026 03:07:51 +0000 https://tldr.takara.ai/p/2606.12840 Disparate Impact in Synthetic Data Generation https://tldr.takara.ai/p/2606.13105 Thu, 11 Jun 2026 09:33:12 +0000 https://tldr.takara.ai/p/2606.13105 Adaptive Turn-Taking for Real-time Multi-Party Voice Agents https://tldr.takara.ai/p/2606.13544 Thu, 11 Jun 2026 16:27:45 +0000 https://tldr.takara.ai/p/2606.13544 TetherCache: Stabilizing Autoregressive Long-Form Video Generation with Gated Recall and Trusted Alignment https://tldr.takara.ai/p/2606.13035 Thu, 11 Jun 2026 08:16:08 +0000 https://tldr.takara.ai/p/2606.13035 MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold https://tldr.takara.ai/p/2606.13376 Thu, 11 Jun 2026 14:01:02 +0000 https://tldr.takara.ai/p/2606.13376 Uncertainty Estimation for Molecular Diffusion Models https://tldr.takara.ai/p/2606.13451 Thu, 11 Jun 2026 15:11:12 +0000 https://tldr.takara.ai/p/2606.13451 Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Networks https://tldr.takara.ai/p/2606.13621 Thu, 11 Jun 2026 17:35:40 +0000 https://tldr.takara.ai/p/2606.13621 Bridging Modal Isolation in Interleaved Thinking: Supervising Modality Transitions via Stepwise Reinforcement https://tldr.takara.ai/p/2606.12886 Thu, 11 Jun 2026 04:29:39 +0000 https://tldr.takara.ai/p/2606.12886 DuET: Dual Expert Trajectories for Diffusion Image Editing https://tldr.takara.ai/p/2606.13303 Thu, 11 Jun 2026 12:58:48 +0000 https://tldr.takara.ai/p/2606.13303 Understanding Truncated Positional Encodings for Graph Neural Networks https://tldr.takara.ai/p/2606.13671 Thu, 11 Jun 2026 17:58:56 +0000 https://tldr.takara.ai/p/2606.13671 Agentic MPC for Semantic Control System Resynthesis https://tldr.takara.ai/p/2606.12774 Thu, 11 Jun 2026 00:31:40 +0000 https://tldr.takara.ai/p/2606.12774 Multi-Label Test-Time Adaptation with Bayesian Conditional Priors https://tldr.takara.ai/p/2606.12925 Thu, 11 Jun 2026 05:29:00 +0000 https://tldr.takara.ai/p/2606.12925 Learning-Augmented Approximation for Unrelated-Machines Makespan Scheduling https://tldr.takara.ai/p/2606.13133 Thu, 11 Jun 2026 09:55:33 +0000 https://tldr.takara.ai/p/2606.13133 PRISMR: Overcoming Parse Collapse in Multimodal Listwise Ranking via Parameterized Representation Internalization https://tldr.takara.ai/p/2606.12942 Thu, 11 Jun 2026 06:09:51 +0000 https://tldr.takara.ai/p/2606.12942 IterCAD: An Iterative Multimodal Agent for Visually-Grounded CAD Generation and Editing https://tldr.takara.ai/p/2606.13368 Thu, 11 Jun 2026 13:53:21 +0000 https://tldr.takara.ai/p/2606.13368 SmartFont: Dynamic Condition Allocation for Few-Shot Font Generation https://tldr.takara.ai/p/2606.13382 Thu, 11 Jun 2026 14:10:05 +0000 https://tldr.takara.ai/p/2606.13382 TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization https://tldr.takara.ai/p/2606.13054 .]]> Thu, 11 Jun 2026 08:37:20 +0000 https://tldr.takara.ai/p/2606.13054 MARS: Margin-Adversarial Risk-controlled Stopping for Parallel LLM Test-time Scaling https://tldr.takara.ai/p/2606.12935 Thu, 11 Jun 2026 05:56:42 +0000 https://tldr.takara.ai/p/2606.12935 MiniPIC: Flexible Position-Independent Caching in <100LOC https://tldr.takara.ai/p/2606.13126 Thu, 11 Jun 2026 09:51:36 +0000 https://tldr.takara.ai/p/2606.13126 Distributional Loss for Robust Classification https://tldr.takara.ai/p/2606.13223 Thu, 11 Jun 2026 11:38:37 +0000 https://tldr.takara.ai/p/2606.13223 Surflo: Consistent 3D Surface Flow Model with Global State https://tldr.takara.ai/p/2606.13644 Thu, 11 Jun 2026 17:48:38 +0000 https://tldr.takara.ai/p/2606.13644 From Passive Generation to Investigation: A Proactive Scientific Peer Review Agent https://tldr.takara.ai/p/2606.13349 Thu, 11 Jun 2026 13:38:23 +0000 https://tldr.takara.ai/p/2606.13349 Limits of spectral learning under noise https://tldr.takara.ai/p/2606.13067 Thu, 11 Jun 2026 08:53:30 +0000 https://tldr.takara.ai/p/2606.13067 Authority, Truth, and Citation Bias: A Large-Scale Multi-Domain Benchmark for Studying Epistemic Susceptibility in Large Language Models https://tldr.takara.ai/p/2606.13104 Thu, 11 Jun 2026 09:33:03 +0000 https://tldr.takara.ai/p/2606.13104 Distribution-Agnostic Robust Trajectory Optimization via Chance-Constrained Reinforcement Learning https://tldr.takara.ai/p/2606.13605 Thu, 11 Jun 2026 17:22:05 +0000 https://tldr.takara.ai/p/2606.13605 Layer-Resolved Optimal Transport for Hallucination Detection in NMT and Abstractive Summarization https://tldr.takara.ai/p/2606.13216 Thu, 11 Jun 2026 11:30:08 +0000 https://tldr.takara.ai/p/2606.13216 OR-Action: Multi-Role Video Understanding with Fine-Grained Actions https://tldr.takara.ai/p/2606.13332 Thu, 11 Jun 2026 13:24:40 +0000 https://tldr.takara.ai/p/2606.13332 Mana: Dexterous Manipulation of Articulated Tools https://tldr.takara.ai/p/2606.13677 Thu, 11 Jun 2026 17:59:49 +0000 https://tldr.takara.ai/p/2606.13677 Circuit Synchronization Precedes Generalization: Causal Evidence from Fourier Structure in Grokking Transformers https://tldr.takara.ai/p/2606.12966 Thu, 11 Jun 2026 06:52:10 +0000 https://tldr.takara.ai/p/2606.12966 InterleaveThinker: Reinforcing Agentic Interleaved Generation https://tldr.takara.ai/p/2606.13679 Thu, 11 Jun 2026 17:59:50 +0000 https://tldr.takara.ai/p/2606.13679 Generative Modeling of Bach-Style Symbolic Music: A Comparative Study of Autoregressive, Latent-Variable, and Adversarial Approaches https://tldr.takara.ai/p/2606.13626 Thu, 11 Jun 2026 17:39:55 +0000 https://tldr.takara.ai/p/2606.13626 SymQNet: Amortized Acquisition for Low-Latency Adaptive Hamiltonian Learning https://tldr.takara.ai/p/2606.12808 Thu, 11 Jun 2026 02:07:39 +0000 https://tldr.takara.ai/p/2606.12808 MemRefine: LLM-Guided Compression for Long-Term Agent Memory https://tldr.takara.ai/p/2606.13177 Thu, 11 Jun 2026 10:46:17 +0000 https://tldr.takara.ai/p/2606.13177 LLM-as-an-Investigator: Evidence-First Reasoning for Robust Interactive Problem Diagnosis https://tldr.takara.ai/p/2606.13220 Thu, 11 Jun 2026 11:37:07 +0000 https://tldr.takara.ai/p/2606.13220 Simultaneous Latent Budget Trees for Stratified Classification https://tldr.takara.ai/p/2606.13295 Thu, 11 Jun 2026 12:48:30 +0000 https://tldr.takara.ai/p/2606.13295 Modality Forcing for Scalable Spatial Generation https://tldr.takara.ai/p/2606.13676 Thu, 11 Jun 2026 17:59:45 +0000 https://tldr.takara.ai/p/2606.13676 Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning https://tldr.takara.ai/p/2606.13607 Thu, 11 Jun 2026 17:23:10 +0000 https://tldr.takara.ai/p/2606.13607 Multi-Agent Reinforcement Learning from Delayed Marketplace Feedback for Objective-Weight Adaptation in Three-Sided Dispatch https://tldr.takara.ai/p/2606.13604 Thu, 11 Jun 2026 17:21:20 +0000 https://tldr.takara.ai/p/2606.13604 Graph Reinforcement Learning for Calibration-Aware Quantum Circuit Routing https://tldr.takara.ai/p/2606.12816 Thu, 11 Jun 2026 02:21:49 +0000 https://tldr.takara.ai/p/2606.12816 EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments https://tldr.takara.ai/p/2606.13681 Thu, 11 Jun 2026 17:59:59 +0000 https://tldr.takara.ai/p/2606.13681 Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition https://tldr.takara.ai/p/2606.13022 Thu, 11 Jun 2026 07:55:33 +0000 https://tldr.takara.ai/p/2606.13022 LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning https://tldr.takara.ai/p/2606.12895 Thu, 11 Jun 2026 04:54:07 +0000 https://tldr.takara.ai/p/2606.12895 Different Layers, Different Manifolds: Module-Wise Weight-Space Geometry in Transformer Optimization https://tldr.takara.ai/p/2606.13276 Thu, 11 Jun 2026 12:30:05 +0000 https://tldr.takara.ai/p/2606.13276