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TitleStatusHype
Desiderata for Representation Learning: A Causal PerspectiveCode1
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
Diffusion Visual Counterfactual ExplanationsCode1
Calibrated Explanations for RegressionCode1
Calibrated Explanations: with Uncertainty Information and CounterfactualsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room ScenesCode1
CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room ScenesCode1
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question AnsweringCode1
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge TracingCode1
On Robustness and Bias Analysis of BERT-based Relation ExtractionCode1
Are self-explanations from Large Language Models faithful?Code1
EgoTaskQA: Understanding Human Tasks in Egocentric VideosCode1
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate EstimationCode1
Enhancing RL Safety with Counterfactual LLM ReasoningCode1
ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate RegretCode1
Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced RepresentationsCode1
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential EquationsCode1
Adversarial Counterfactual Learning and Evaluation for Recommender SystemCode1
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataCode1
Adversarial Counterfactual Visual ExplanationsCode1
Explainable Earth Surface Forecasting under Extreme EventsCode1
CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in SpaceCode1
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAMCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
CLadder: Assessing Causal Reasoning in Language ModelsCode1
Explaining NLP Models via Minimal Contrastive Editing (MiCE)Code1
Explaining Time Series via Contrastive and Locally Sparse PerturbationsCode1
CausaLM: Causal Model Explanation Through Counterfactual Language ModelsCode1
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment AnalysisCode1
Causal Autoregressive FlowsCode1
CoCo: Controllable Counterfactuals for Evaluating Dialogue State TrackersCode1
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGANCode1
CausalCite: A Causal Formulation of Paper CitationsCode1
Causal normalizing flows: from theory to practiceCode1
Fast Diffusion-Based Counterfactuals for Shortcut Removal and GenerationCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Causality-Inspired Fair Representation Learning for Multimodal RecommendationCode1
CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion ModelsCode1
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationCode1
Causal Inference for Chatting HandoffCode1
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic ModelsCode1
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender SystemCode1
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal RecommendationsCode1
Causal Discovery in Physical Systems from VideosCode1
Global Counterfactual Explainer for Graph Neural NetworksCode1
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?Code1
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
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