2024-25
| URL | Title |
|---|---|
| https://openreview.net/forum?id=6O3Q6AFUTu | NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation |
| https://proceedings.mlr.press/v235/qiao24a.html | Ensemble Pruning for Out-of-distribution Generalization |
| https://proceedings.mlr.press/v235/liu24ar.html | Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency |
| https://proceedings.mlr.press/v235/kim24c.html | LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging |
| https://proceedings.mlr.press/v235/horoi24a.html | Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis |
| https://proceedings.mlr.press/v235/gong24b.html | Does Label Smoothing Help Deep Partial Label Learning? |
| https://proceedings.mlr.press/v235/balestriero24b.html | How Learning by Reconstruction Produces Uninformative Features for Perception |
| https://openreview.net/pdf?id=xutrKezbPF | CIFD: Controlled Information Flow to Enhance Knowledge Distillation |
| https://openreview.net/pdf?id=uwSaDHLlYc | Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment |
| https://openreview.net/pdf?id=owuEcT6BTl | Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space |
| https://openreview.net/pdf?id=opt72TYzwZ | Optimal ablation for interpretability |
| https://openreview.net/pdf?id=oNMnR0NJ2e | A Label is Worth a Thousand Images in Dataset Distillation |
| https://openreview.net/pdf?id=lrSrJZZCle | CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts |
| https://openreview.net/pdf?id=IoRT7EhFap | Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning |
| https://openreview.net/pdf?id=ebBnKVxMcZ | Confidence Calibration of Classifiers with Many Classes |
| https://openreview.net/pdf?id=96gXvFYWSE | Pearls from Pebbles: Improved Confidence Functions for Auto-labeling |
| https://openreview.net/pdf?id=8HeUvbImKT | WeiPer: OOD Detection using Weight Perturbations of Class Projections |
| https://openreview.net/pdf?id=2TktDpGqNM | Overcoming Common Flaws in the Evaluation of Selective Classification Systems |
| https://openreview.net/forum?id=XmyxQaTyck¬eId=1FUnA4F1N3 | Benchmarking the Attribution Quality of Vision Models |
| https://openreview.net/pdf?id=cmcD05NPKa | LEARNING THE GREATEST COMMON DIVISOR: EXPLAINING TRANSFORMER PREDICTIONS |
| https://openreview.net/forum?id=zlgfRk2CQa | Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints |
| https://openreview.net/forum?id=YrAxxscKM2 | Why Do We Need Weight Decay in Modern Deep Learning? |
| https://openreview.net/forum?id=nxL7eazKBI | Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks |
| https://openreview.net/forum?id=4bKEFyUHT4 | Convolutional Differentiable Logic Gate Networks |