Summary of Learning Object Semantic Similarity with Self-supervision, by Arthur Aubret et al.
Learning Object Semantic Similarity with Self-Supervisionby Arthur Aubret, Timothy Schaumlöffel, Gemma Roig, Jochen TrieschFirst submitted…
Summary of Conformal Semantic Image Segmentation: Post-hoc Quantification Of Predictive Uncertainty, by Luca Mossina et al.
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertaintyby Luca Mossina, Joseba Dalmau, Léo andéolFirst…
Summary of Is Transductive Learning Equivalent to Pac Learning?, by Shaddin Dughmi et al.
Is Transductive Learning Equivalent to PAC Learning?by Shaddin Dughmi, Yusuf Kalayci, Grayson YorkFirst submitted to…
Summary of Custom Gradient Estimators Are Straight-through Estimators in Disguise, by Matt Schoenbauer et al.
Custom Gradient Estimators are Straight-Through Estimators in Disguiseby Matt Schoenbauer, Daniele Moro, Lukasz Lew, Andrew…
Summary of Conv-basis: a New Paradigm For Efficient Attention Inference and Gradient Computation in Transformers, by Yingyu Liang et al.
Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformersby Yingyu Liang,…
Summary of Diskgnn: Bridging I/o Efficiency and Model Accuracy For Out-of-core Gnn Training, by Renjie Liu et al.
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Trainingby Renjie Liu, Yichuan Wang,…
Summary of Selective Classification Under Distribution Shifts, by Hengyue Liang et al.
Selective Classification Under Distribution Shiftsby Hengyue Liang, Le Peng, Ju SunFirst submitted to arxiv on:…
Summary of Benthicnet: a Global Compilation Of Seafloor Images For Deep Learning Applications, by Scott C. Lowe et al.
BenthicNet: A global compilation of seafloor images for deep learning applicationsby Scott C. Lowe, Benjamin…
Summary of Attention-driven Training-free Efficiency Enhancement Of Diffusion Models, by Hongjie Wang et al.
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Modelsby Hongjie Wang, Difan Liu, Yan Kang, Yijun Li,…
Summary of Throne: An Object-based Hallucination Benchmark For the Free-form Generations Of Large Vision-language Models, by Prannay Kaul et al.
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Modelsby Prannay Kaul,…