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New #ReproducibilityCertification: Revisiting Deep Hybrid Models for Out-of-Distribution Detection Paul-Ruben Schlumbom, Eibe Frank openreview.net/forum?id=yeITE… #feature #adversarial #classification

New #ReproducibilityCertification: Contextualized Messages Boost Graph Representations Brian Godwin Lim, Galvin Brice Sy Lim, Renzo Roel Tan, Kazushi Ikeda openreview.net/forum?id=sXr1f… #graphs #graph #representations

New #SurveyCertification: Open Problems in Technical AI Governance Anka Reuel, Benjamin Bucknall, Stephen Casper et al. openreview.net/forum?id=1nO4q… #ai #governance #compliance

New #ReproducibilityCertification: Privacy Awareness for Information-Sharing Assistants: A Case-study on Form-filling with Contextua... Sahra Ghalebikesabi, Eugene Bagdasarian, Ren Yi et al. openreview.net/forum?id=l9rAT… #privacy #assistants #prompting

New #SurveyCertification: Adaptive Physics-informed Neural Networks: A Survey Edgar Torres, Mathias Niepert openreview.net/forum?id=vz5P1… #learned #learn #pinns

New #SurveyCertification: Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Ce... Sofiane ENNADIR, Gabriela Zarzar Gandler, Filip Cornell et al. openreview.net/forum?id=M7Lhr… #graphs #graph #supervised

New #SurveyCertification: Autoregressive Models in Vision: A Survey Jing Xiong, Gongye Liu, Lun Huang et al. openreview.net/forum?id=1BqXk… #visual #vision #generative

New #FeaturedCertification: MiniFold: Simple, Fast, and Accurate Protein Structure Prediction Jeremy Wohlwend, Mateo Reveiz, Matt McPartlon, Axel Feldmann, Wengong Jin, Regina Barzilay openreview.net/forum?id=1p9hQ… #protein #alphafold2 #esmfold

New #SurveyCertification: A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Lea... Prateek Yadav, Colin Raffel, Mohammed Muqeeth et al. openreview.net/forum?id=u0azV… #expert #multitask #moerging

New #ExpertCertification: Investigating Generalization Behaviours of Generative Flow Networks Lazar Atanackovic, Emmanuel Bengio openreview.net/forum?id=9L0B5… #gflownets #generative #flow

New #FeaturedCertification,ReproducibilityCertification: Faithful Interpretation for Graph Neural Networks Lijie Hu, Tianhao Huang, Lu Yu, Wanyu Lin, Tianhang Zheng, Di Wang openreview.net/forum?id=Y8Esp… #attention #graph #nodes

New #FeaturedCertification: Random Policy Enables In-Context Reinforcement Learning within Trust Horizons Weiqin Chen, Santiago Paternain openreview.net/forum?id=mAiMK… #pretraining #pretrained #training

New #SurveyCertification: Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and ... Zhouyang LIU, Ning Liu, Yixin Chen, Ziqing Wen, Jiezhong He, Dongsheng Li openreview.net/forum?id=fHf4j… #similarity #subgraph #graphs

New #ReproducibilityCertification: [RE] GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries Tyme Chatupanyachotikul, Leonard Horns, Matei Nastase openreview.net/forum?id=zLfLT… #gnnboundary #graphs #graph

New #SurveyCertification: When Should Reinforcement Learning Use Causal Reasoning? Oliver Schulte, Pascal Poupart openreview.net/forum?id=D1PPu… #reinforcement #causal #agent

New #SurveyCertification: A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios Xiachong Feng, Longxu Dou, Minzhi Li, Qinghao Wang, Yu Guo, Haochuan Wang, Chang Ma, Lingpeng Kong openreview.net/forum?id=CsoSW… #agent #games #agents

New #ReproducibilityCertification: Remembering to Be Fair Again: Reproducing Non-Markovian Fairness in Sequential Decision Making Domonkos Nagy, Lohithsai Yadala Chanchu, Krystof Bobek, Xin Zhou, Jacobus Smit openreview.net/forum?id=H6DtM… #vaccine #fairness #fairqcm

New #SurveyCertification: Machine Learning with Physics Knowledge for Prediction: A Survey Joe Watson, Chen Song, Oliver Weeger et al. openreview.net/forum?id=ZiJYa… #predictive #forecast #prediction

New #SurveyCertification: Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan, Defang Chen, Jian-Ping Mei, Zhenghe Zhao, Jiawei Chen, Chun Chen, Siwei Lyu, Can Wang openreview.net/forum?id=ewwNK… #denoising #generative #synthesis

New #ExpertCertification: Latent mixed-effect models for high-dimensional longitudinal data Priscilla Ong, Manuel Haussmann, Otto Lönnroth, Harri Lähdesmäki openreview.net/forum?id=7A96y… #longitudinal #autoencoders #variational