大学 × Machine Learning
早稲田大学
Machine Learning / 2022–2026 LIVE
掲載論文 21 本
論文一覧
21 本
このEditionのランキングに掲載している論文です。同じ大学の複数著者による共著は1本にまとめています。
ランキングの対象論文 21 本と一致しています。
2026年
- AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
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iclr:2026:2aa212d6f40c1cb19b777e83db00ec6a - Beyond Match Maximization and Fairness: Retention-Optimized Two-Sided Matching
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iclr:2026:825150adf7ecf1969eabf68afab6f9d3 - DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Tree-based Search
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iclr:2026:9a583178bd18b2e55095c3a53f8fe88a - Go Beyond Earth: Understanding Human Actions and Scenes in Microgravity Environments
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iclr:2026:16d01d8b6e017d7c4319857d604a95a8 - Escaping Mode Collapse in LLM Generation via Geometric Regulation
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openreview:cklwnmcpyx - Proteo-R1: Reasoning Foundation Models for De Novo Protein Design
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openreview:ddowwwinhz - RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
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openreview:wjntbzkivc
2025年
- A General Framework for Off-Policy Learning with Partially-Observed Reward
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iclr:2025:098491b37deebbe6c007e69815729e09 - ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
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iclr:2025:42806406dd99e30c3796bc98b2670fa2 - Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains
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iclr:2025:3a5b75ce6cbd3aaaa32d6e935ffc4cff - A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features
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pmlr:v267:sugiyama25a - Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data
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pmlr:v267:sugiyama25b - Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression
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neurips:2025:e7cf82c8f34920d20299a84b16b720e8 - Correlation Dimension of Autoregressive Large Language Models
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neurips:2025:9d13992dedab6faf59c6e87003790b11 - GUI Exploration Lab: Enhancing Screen Navigation in Agents via Multi-Turn Reinforcement Learning
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neurips:2025:103474f02fe16ba3e64f8ea74e18a285
2024年
- A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions
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pmlr:v235:lan24a - Bottleneck-Minimal Indexing for Generative Document Retrieval
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pmlr:v235:du24j - Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
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neurips:2024:9b28dbda50ac90dcc73b2ba7d0dd2381
2023年
- DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection
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openreview:zccflu-yk65 - A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
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pmlr:v202:kaneda23a - GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies
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neurips:2023:732c5757aa5577de9b103332cf7ac0bf
掲載対象外の論文や未反映の論文は、この一覧には含まれません。