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Classification

15,289 papers

Papers per year

Papers

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NIPS 2024
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NIPS 2024
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis NIPS 2024
Efficient Temporal Action Segmentation via Boundary-aware Query Voting NIPS 2024
Soft ascent-descent as a stable and flexible alternative to flooding NIPS 2024
When is Multicalibration Post-Processing Necessary? NIPS 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models NIPS 2024
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NIPS 2024
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity NIPS 2024
HGDL: Heterogeneous Graph Label Distribution Learning NIPS 2024
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NIPS 2024
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NIPS 2024
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NIPS 2024
A Universal Growth Rate for Learning with Smooth Surrogate Losses NIPS 2024
General Detection-based Text Line Recognition NIPS 2024
Improved Sample Complexity for Multiclass PAC Learning NIPS 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness NIPS 2024
Out-of-Distribution Detection with a Single Unconditional Diffusion Model NIPS 2024
MALT Powers Up Adversarial Attacks NIPS 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
Referring Human Pose and Mask Estimation In the Wild NIPS 2024
Reliable Learning of Halfspaces under Gaussian Marginals NIPS 2024
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random NIPS 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NIPS 2024