Research Explorer
Papers
Conferences
Authors
Topics
Keywords
Trends
Achievements
Explore
← Learning Types
Deep Learning
›
Learning Types
›
Classification
477 directly classified papers
Papers per year
2006: 1
2007: 2
2010: 1
2011: 2
2013: 2
2014: 2
2015: 7
2016: 8
2017: 18
2018: 31
2019: 62
2020: 66
2021: 64
2022: 75
2023: 46
2024: 45
2025: 44
2026: 1
Papers
AlignTree: Efficient Defense Against LLM Jailbreak Attacks
AAAI 2026
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models
ACL 2025
RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition
AAAI 2025
PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free
ACL 2025
Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor
AAAI 2025
“My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise
ACL 2025
Unleashing the Potential of Model Bias for Generalized Category Discovery
AAAI 2025
3SAT: A Simple Self-Supervised Adversarial Training Framework
AAAI 2025
Hierarchical Bracketing Encodings for Dependency Parsing as Tagging
ACL 2025
XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean
ACL 2025
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification
AAAI 2025
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition
AAAI 2025
Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning
AAAI 2025
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
AAAI 2025
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts
ACL 2025
WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection
AAAI 2025
Cluster-guided Contrastive Class-imbalanced Graph Classification
AAAI 2025
Common Sense Bias Modeling for Classification Tasks
AAAI 2025
Learning to Rewrite: Generalized LLM-Generated Text Detection
ACL 2025
Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification
ACL 2025
Déjà Vu? Decoding Repeated Reading from Eye Movements
ACL 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
ACL 2025
MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images
AAAI 2025
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning
AAAI 2025
LETS-C: Leveraging Text Embedding for Time Series Classification
ACL 2025
<
1
2
3
4
5
…
20
>