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That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh
Empowering deep neural quantum states through efficient optimization https://www.nature.com/articles/s41567-024-02566-1
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Improving Vision-Language-Action Model with Online Reinforcement Learning https://arxiv.org/abs/2501.16664
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Constraints on the location of the liquid–liquid critical point in water https://www.nature.com/articles/s41567-024-02761-0
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LLMs can see and hear without any training https://arxiv.org/abs/2501.18096
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ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations https://arxiv.org/abs/2501.14607
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Probing Non-Equilibrium Topological Order on a Quantum Processor https://arxiv.org/abs/2501.18461
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A Classifying Space for Phases of Matrix Product States https://arxiv.org/abs/2501.14241
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Unconventional Superconducting Phase Diagram of Monolayer WTe2 https://arxiv.org/abs/2501.16699
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How to Prove False Statements: Practical Attacks on Fiat-Shamir https://eprint.iacr.org/2025/118
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Physics IQ Benchmark: Do generative video models learn physical principles from watching videos? https://physics-iq.github.io/
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Suppressing Counter-Rotating Errors for Fast Single-Qubit Gates with Fluxonium https://journals.aps.org/prxquantum/abstract/10.1103/PRXQuantum.5.040342
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Point Transformer V3: Simpler Faster Stronger https://openaccess.thecvf.com/content/CVPR2024/html/Wu_Point_Transformer_V3_Simpler_Faster_Stronger_CVPR_2024_paper
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Beating cuBLAS in Single-Precision General Matrix Multiplication https://salykova.github.io/sgemm-gpu
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Mathematical Foundations of Quantum Mechanics: An Advanced Short Course https://arxiv.org/abs/1508.06951
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Improving Transformer World Models for Data-Efficient RL https://arxiv.org/abs/2502.01591
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Goedel-Prover A New Frontier in Automated Theorem Proving https://goedel-lm.github.io/
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Physical Review Letters collection of the year 2024 https://promo.aps.org/PRL2024
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Improving Your Model Ranking on Chatbot Arena by Vote Rigging https://arxiv.org/abs/2501.17858
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The bread emoji Team’s Submission to the IEEE BigData 2024 Cup: Predicting Chess Puzzle Difficulty Challenge https://ieeexplore.ieee.org/document/10826037
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Quasiperiodically Forced Damped Pendula and Schrödinger Equations with Quasiperiodic Potentials: Implications of Their Equivalence https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.55.2103
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MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation https://arxiv.org/abs/2501.13667
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🧽 Diffusion Video Inpainting 🧽
👉#Alibaba unveils a technical report about DiffuEraser, a video inpainting model based on stable diffusion, designed to fill masked regions with greater details and more coherent structures. Code & weights released under Apache💙
👉Review https://t.ly/7rEll
👉Paper arxiv.org/pdf/2501.10018
👉Project lixiaowen-xw.github.io/DiffuEraser-page/
👉Repo github.com/lixiaowen-xw/DiffuEraser
The Devil is in Temporal Token: High Quality Video Reasoning Segmentation https://arxiv.org/abs/2501.08549
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Universal ratios along a line of critical points. The Ashkin--Teller model https://arxiv.org/abs/hep-th/0309129
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Homomorphic Encryption in iOS 18 (❄️ Score: 151+ in 3 days)
Link: https://readhacker.news/s/6kXxZ
Comments: https://readhacker.news/c/6kXxZ
Finite size analysis for interacting bosons at the one-two dimensional crossover https://journals.aps.org/prresearch/abstract/10.1103/PhysRevResearch.7.013021
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