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GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani, Anuj Singh, Navaneet K L, Hamed Pirsiavash, Hadi J. Rad. Action editor: Arash Mehrjou. openreview.net/forum?id=VuLEO… #augmentation #augmentations #generative

Is What You Ask For What You Get? Investigating Concept Associations in Text-to-Image Models Salma Abdel Magid, Weiwei Pan, Simon Warchol, Grace Guo, Junsik Kim, Mahia Rahman, Hanspeter Pfister. Action editor: Magda Gregorova. openreview.net/forum?id=mk1YI… #visua

Generalized Prediction Set with Bandit Feedback Zhou Wang, Xingye Qiao. Action editor: Huazheng Wang. openreview.net/forum?id=VlwqI… #bandit #banditgps #prediction

LEGO-Learn: Label-Efficient Graph Open-Set Learning Haoyan Xu, Kay Liu, Zhengtao Yao, Philip S. Yu, Mengyuan Li, Kaize Ding, Yue Zhao. Action editor: Moshe Eliasof. openreview.net/forum?id=J6oxT… #labeling #labeled #classify

On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation Robin Ghyselinck, Valentin Delchevalerie, Bruno Dumas, Benoit Frenay. Action editor: Nicolas THOME. openreview.net/forum?id=UcrVn… #cnns #segmentation #equivariance

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

LocalFormer: Mitigating Over-Globalising in Transformers on Graphs with Localised Training Naganand Yadati. Action editor: Shuiwang Ji. openreview.net/forum?id=hMPzJ… #globalising #graphs #localised

Lurie Networks with Robust Convergent Dynamics Carl R Richardson, Matthew C. Turner, Steve R. Gunn. Action editor: Yoshinobu Kawahara. openreview.net/forum?id=3Jm4d… #lurie #dynamical #stability

Cross Entropy versus Label Smoothing: A Neural Collapse Perspective Li Guo, George Andriopoulos, Zifan Zhao, Zixuan Dong, Shuyang Ling, Keith W. Ross. Action editor: Qing Qu. openreview.net/forum?id=FEo55… #overfitting #deep #losses

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

Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia, Niraj Jha. Action editor: Chen Sun. openreview.net/forum?id=lyxRB… #scenes #abstractions #visual

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

Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to P... Junn Yong Loo, Leong Fang Yu, Michelle Adeline et al.. Action editor: Hankook Lee. openreview.net/forum?id=vc7po… #generative #variational #flow

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. Action editor: Yonatan Bisk. openreview.net/forum?id=CsoSW… #agent #games #agents

Language Models Are Good Tabular Learners Zhenhan Huang, Kavitha Srinivas, Horst Samulowitz et al.. Action editor: Frederic Sala. openreview.net/forum?id=6o3vV… #tdtransformer #tabular #embeddings

Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo. Action editor: Naigang Wang. openreview.net/forum?id=eQeYy… #generalization #generalizing #subnetworks

Efficient Open Set Single Image Test Time Adaptation of Vision Language Models Manogna Sreenivas, Soma Biswas. Action editor: Steffen Schneider. openreview.net/forum?id=72YVa… #benchmark #adapting #adaptation

Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach MASAYUKI TAKAYAMA, Tadahisa OKUDA, Thong Pham et al.. Action editor: Fabio Stella. openreview.net/forum?id=Reh1S… #causal #knowledge #inference

Node Feature Forecasting in Temporal Graphs: an Interpretable Online Algorithm Aniq Ur Rahman, Justin Coon. Action editor: Olgica Milenkovic. openreview.net/forum?id=Teu1B… #forecasting #forecast #tgnn

Ctrl-V: Higher Fidelity Autonomous Vehicle Video Generation with Bounding-Box Controlled Object M... Ge Ya Luo, ZhiHao Luo, Anthony Gosselin, Alexia Jolicoeur-Martineau, Christopher Pal. Action editor: Chang Xu. openreview.net/forum?id=BMGik… #motions #trajectory