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Causal Inference

3310 directly classified papers

Papers per year

Papers

CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025

A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025

Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning ICCV 2025

CWNet: Causal Wavelet Network for Low-Light Image Enhancement ICCV 2025

Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025

ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025

ArgoTweak: Towards Self-Updating HD Maps through Structured Priors ICCV 2025

AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025

Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025

CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game EMNLP 2025

KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025

Transfer or Translate? Argument Mining in Arabic with No Native Annotations EMNLP 2025

Fine-Grained Manipulation of Arithmetic Neurons EMNLP 2025

Treble Counterfactual VLMs: A Causal Approach to Hallucination EMNLP 2025

Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables EMNLP 2025

Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025

SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues EMNLP 2025

InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025

CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025

Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025

Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025

HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025

Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025

Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025

A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse EMNLP 2025