Summary of Memory-efficient Continual Learning with Neural Collapse Contrastive, by Trung-anh Dang et al.
Memory-efficient Continual Learning with Neural Collapse Contrastiveby Trung-Anh Dang, Vincent Nguyen, Ngoc-Son Vu, Christel VrainFirst…
Summary of An Information-theoretic Analysis Of Thompson Sampling For Logistic Bandits, by Amaury Gouverneur et al.
An Information-Theoretic Analysis of Thompson Sampling for Logistic Banditsby Amaury Gouverneur, Borja Rodríguez-Gálvez, Tobias J.…
Summary of Out-of-distribution Detection For Neurosymbolic Autonomous Cyber Agents, by Ankita Samaddar et al.
Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agentsby Ankita Samaddar, Nicholas Potteiger, Xenofon KoutsoukosFirst submitted to…
Summary of Modeling and Discovering Direct Causes For Predictive Models, by Yizuo Chen et al.
Modeling and Discovering Direct Causes for Predictive Modelsby Yizuo Chen, Amit BhatiaFirst submitted to arxiv…
Summary of Removing Spurious Correlation From Neural Network Interpretations, by Milad Fotouhi et al.
Removing Spurious Correlation from Neural Network Interpretationsby Milad Fotouhi, Mohammad Taha Bahadori, Oluwaseyi Feyisetan, Payman…
Summary of Enhancing Trust in Large Language Models with Uncertainty-aware Fine-tuning, by Ranganath Krishnan et al.
Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuningby Ranganath Krishnan, Piyush Khanna, Omesh TickooFirst…
Summary of Guess: Generative Uncertainty Ensemble For Self Supervision, by Salman Mohamadi et al.
GUESS: Generative Uncertainty Ensemble for Self Supervisionby Salman Mohamadi, Gianfranco Doretto, Donald A. AdjerohFirst submitted…
Summary of Shapewords: Guiding Text-to-image Synthesis with 3d Shape-aware Prompts, by Dmitry Petrov et al.
ShapeWords: Guiding Text-to-Image Synthesis with 3D Shape-Aware Promptsby Dmitry Petrov, Pradyumn Goyal, Divyansh Shivashok, Yuanming…
Summary of Harnessing Loss Decomposition For Long-horizon Wave Predictions Via Deep Neural Networks, by Indu Kant Deo et al.
Harnessing Loss Decomposition for Long-Horizon Wave Predictions via Deep Neural Networksby Indu Kant Deo, Rajeev…
Summary of Higher Order Transformers: Efficient Attention Mechanism For Tensor Structured Data, by Soroush Omranpour et al.
Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Databy Soroush Omranpour, Guillaume Rabusseau, Reihaneh…