Provably Better Explanations With Optimized Aggregation of Feature Attributions
ICML 2024
#p_tresp
LST+24
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
CVPR 2024
#p_tresp
XSD+24
Text2Loc: 3D Point Cloud Localization From Natural Language
CVPR 2024
#p_cremers#p_tresp
DCW+24
ZrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs With Large Language Models
NAACL 2024
#p_tresp
LJM+24
GenTKG: Generative Forecasting on Temporal Knowledge Graph
NAACL 2024
#p_tresp
HDL+24a
Critical Path Identification in Supply Chain Knowledge Graphs With Large Language Models
ESWC 2024
#p_tresp
CHH+24a
Understanding and Improving In-Context Learning on Vision-Language Models
ME-FoMo @ICLR 2024
#p_tresp
CHH+24
Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks?
SeT LLM @ICLR 2024
#p_tresp
CZK+24
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
AAAI 2024
#p_tresp
BAK+24
What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU
WACV 2024
#p_schubert#p_tresp
SLK+24
Enhancing Multimodal Compositional Reasoning of Visual Language Models With Generative Negative Mining
WACV 2024
#p_cremers#p_tresp
ZZZ+24
Can Vision-Language Models Be a Good Guesser? Exploring VLMs for Times and Location Reasoning
WACV 2024
#p_tresp
CGH+23
Benchmarking Robustness of Adaptation Methods on Pre-Trained Vision-Language Models
NeurIPS 2023
#p_tresp
LJM+23
GenTKG: Generative Forecasting on Temporal Knowledge Graph
TGL 2023 @NeurIPS 2023
#p_tresp
KDL+23
Towards Explanatory Model Monitoring
XAIA 2023 @NeurIPS 2023
#p_tresp
ZBG+23
SPOT! Revisiting Video-Language Models for Event Understanding
Preprint (Dec. 2023)
#p_tresp
DLQ+23
FORECASTTKGQUESTIONS: A Benchmark for Temporal Question Answering and Forecasting Over Temporal Knowledge Graphs
ISWC 2023
#p_schubert#p_tresp
CFK+23
FRAug: Tackling Federated Learning With Non-IID Features via Representation Augmentation
ICCV 2023
#p_tresp
LGK+23
Do DALL-E and Flamingo Understand Each Other?
ICCV 2023
#p_tresp
ZRG+23
Multi-Event Video-Text Retrieval
ICCV 2023
#p_tresp
SLH+23
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models
Preprint (Oct. 2023)
#p_tresp
DWL+23
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning
ECML-PKDD 2023
#p_schubert#p_tresp
LML+23
Debiased Contrastive Loss for Collaborative Filtering
KSEM 2024
#p_tresp
GMS+23
QNEAT: Natural Evolution of Variational Quantum Circuit Architecture
GECCO 2023
#p_schubert#p_tresp
FBF+23
Cross-Domain Argument Quality Estimation
Findings @ACL 2023
#p_schubert#p_seidl#p_tresp
HLG+23
ECOLA: Enhancing Temporal Knowledge Embeddings With Contextualized Language Representations
Findings @ACL 2023
#p_schuetze#p_tresp
GHC+23
A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models
Preprint (Jul. 2023)
#p_tresp
WSS+23
Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning
PAKDD 2023
#p_schubert#p_seidl#p_tresp
LMS+23
Multimodal Contrastive Transformer for Explainable Recommendation
IEEE Transactions on Computational Social Systems. May. 2023
#p_schubert#p_tresp
KHS+23
InstanceFormer: An Online Video Instance Segmentation Framework
AAAI 2023
#p_schubert#p_seidl#p_tresp
ABH+22
Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence 44.12. Dec. 2022
#p_tresp
GJM+22
VERIPS: Verified Pseudo-Label Selection for Deep Active Learning
ICDM 2022
#p_seidl#p_tresp
SBH+22
A Comparison of Ambulance Redeployment Systems on Real-World Data
Workshop @ICDM 2022
#p_schubert#p_tresp
Fri22a
Deep Knowledge Transfer for Generalization Across Tasks and Domains Under Data Scarcity: On Intersections of Anomaly Detection, Few-Shot Learning, Continual Learning, Domain Generalization and Data-Free Learning
Dissertation LMU München. Nov. 2022
#p_tresp
PHS+22
EMT-Related Genes Have No Prognostic Relevance in Metastatic Colorectal Cancer as Opposed to Stage II/III: Analysis of the Randomised, Phase III Trial FIRE-3 (AIO KRK 0306; FIRE-3)
Cancers 14.22. Nov. 2022
#p_bischl#p_kuechenhoff#p_tresp
SKW+22
Relationformer: A Unified Framework for Image-to-Graph Generation
ECCV 2022
#p_kaissis#p_tresp
FMS+22
SEA: Graph Shell Attention in Graph Neural Networks
ECML-PKDD 2022
#p_schubert#p_tresp
SWB+22
Reinforcement Learning for Multi-Agent Stochastic Resource Collection
ECML-PKDD 2022
#p_schubert#p_seidl#p_tresp
GBM+22
Accelerating Diversity Sampling for Deep Active Learning by Low-Dimensional Representations
IAL @ECML-PKDD 2022
#p_seidl#p_tresp
DQL+22
Forecasting Question Answering Over Temporal Knowledge Graphs
Preprint (Aug. 2022)
#p_schubert#p_tresp
ABG+22
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract)
IJCAI-ECAI 2022
#p_tresp
LKT+22
Biologically Inspired Neural Path Finding
BI 2022
#p_cremers#p_tresp
LMH+22a
CDARL: A Contrastive Discriminator-Augmented Reinforcement Learning Framework for Sequential Recommendations
Knowledge and Information Systems 64. Jul. 2022
#p_tresp
LMS+22
Multi-Modal Contrastive Pre-Training for Recommendation
ICMR 2022
#p_schubert#p_tresp
FMH+22
TempCaps: A Capsule Network-Based Embedding Model for Temporal Knowledge Graph Completion
SPNLP @ACL 2022
#p_schubert#p_tresp
ABC+22
Query Embedding on Hyper-Relational Knowledge Graphs
ICLR 2022
#p_tresp
GBH22
An Open Challenge for Inductive Link Prediction on Knowledge Graphs
GLB @WWW 2022
#p_tresp
HBG+22
A Unified Framework for Rank-Based Evaluation Metrics for Link Prediction in Knowledge Graphs
GLB @WWW 2022
#p_tresp
LMH+22
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
AAAI 2022
#p_tresp
SBS+22
Improving Scene Graph Classification by Exploiting Knowledge From Texts
AAAI 2022
#p_schuetze#p_tresp
Ber22
Machine Learning for Managing Structured and Semi-Structured Data
Dissertation LMU München. Jan. 2022
#p_tresp
ABG+21
Improving Inductive Link Prediction Using Hyper-Relational Facts
ISWC 2021
#p_tresp
MT21
Causal Inference Under Networked Interference and Intervention Policy Enhancement
AISTATS 2021
#p_tresp
BFT21
Active Learning for Entity Alignment
ECIR 2021
#p_schubert#p_tresp
BWF21
A Critical Assessment of State-of-the-Art in Entity Alignment
ECIR 2021
#p_schubert#p_tresp
FBO+21
Diversity Aware Relevance Learning for Argument Search
ECIR 2021
#p_schubert#p_seidl#p_tresp
ABH+21
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings
Journal of Machine Learning Research 22.82. Mar. 2021
#p_tresp
FFB+21
Argument Mining Driven Analysis of Peer-Reviews
AAAI 2021
#p_schubert#p_seidl#p_tresp
SBT21
Classification by Attention: Scene Graph Classification With Prior Knowledge
AAAI 2021
#p_tresp
BFV+20a
Interpretable and Fair Comparison of Link Prediction or Entity Alignment Methods With Adjusted Mean Rank
WI-IAT 2020
#p_schubert#p_tresp
OBK20
Memory-Efficient RkNN Retrieval by Nonlinear K-Distance Approximation
WI-IAT 2020
#p_kroeger#p_seidl#p_tresp
MT20
A Variational Quantum Circuit Model for Knowledge Graph Embeddings
QTNML @NeurIPS 2020
#p_tresp
BF20
Mberr/Ea-Active-Learning: Zenodo. Version 1.0.1
2020
#p_schubert#p_tresp
BWF20
Mberr/Ea-Sota-Comparison: Zenodo. Version V1.1.1
2020
#p_schubert#p_tresp
ZLS20
KNNAC: An Efficient K Nearest Neighbor Based Clustering With Active Core Detection
IiWAS 2020
#p_seidl#p_tresp
MHT20
Learning With Temporal Knowledge Graphs
Workshop @CIKM 2020
#p_tresp
Ma20
Learning With Relational Knowledge in the Context of Cognition, Quantum Computing, and Causality
Dissertation LMU München. Sep. 2020
#p_tresp
AHV+20
Pykeen/Benchmarking. Version V1.0
2020
#p_tresp
BFT20b
Active Learning for Entity Alignment
DL4G @WWW 2020
#p_schubert#p_tresp
BFV+20b
Interpretable and Fair Comparison of Link Prediction or Entity Alignment Methods With Adjusted Mean Rank (Extended Abstract)
DL4G @WWW 2020
#p_schubert#p_tresp
BFM+20
Knowledge Graph Entity Alignment With Graph Convolutional Networks: Lessons Learned