2025-26
| Title | URL |
|---|---|
| Activation by Interval-wise Dropout A Simple Way to Prevent Neural Networks from Plasticity Loss | https://arxiv.org/pdf/2502.01342 |
| DESIGNING CONCISE CONVNETS WITH COLUMNAR STAGES | https://proceedings.iclr.cc/paper_files/paper/2025/file/a12e362d89d4e0b40760f839f91550ee-Paper-Conference.pdf |
| Improving Out-of-Distribution Detection via Dynamic Covariance Calibration | https://openreview.net/pdf?id=UjLxG9k4B6 |
| Collapse-Proof Non-Contrastive Self-Supervised Learning | https://openreview.net/pdf?id=wIfl8PK6Op |
| ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence | https://openreview.net/pdf?id=vt65VjJakt |
| Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations | https://openreview.net/pdf?id=TPuFRuNano |
| Are Sparse Autoencoders Useful? A Case Study in Sparse Probing | https://openreview.net/pdf?id=rNfzT8YkgO |
| AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping | https://openreview.net/pdf?id=2hgHyoyVWj |
| Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning | https://arxiv.org/pdf/2502.07560 |
| NegMerge: Sign-Consensual Weight Merging for Machine Unlearning | https://arxiv.org/pdf/2410.05583 |
| Predicting the Susceptibility of Examples to Catastrophic Forgetting | https://arxiv.org/pdf/2406.09935 |
| BOOD: Boundary-based Out-Of-Distribution Data Generation | https://arxiv.org/pdf/2508.00350 |
| Weakly-Supervised Contrastive Learning for Imprecise Class Labels | https://arxiv.org/pdf/2505.22028 |
| Sum-of-Parts: Self-Attributing Neural Networks with End-to-End Learning of Feature Groups | https://arxiv.org/pdf/2310.16316 |
| Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models | https://openreview.net/pdf?id=Zm0Kper4yx |
| Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers | https://openreview.net/pdf?id=BrmR69AhUg |
| Spiking Neural Networks Need High-Frequency Information | https://openreview.net/pdf?id=owNPAl7LNK |
| Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability | https://openreview.net/pdf?id=bPJo5uSkOJ |
| NeuronTune: Towards Self-Guided Spurious Bias Mitigation | https://openreview.net/pdf?id=qC5FZs34Xr |