Kristian Kersting
~Kristian_Kersting1
32
论文总数
16.0
年均投稿
平均评分
接收情况19/32
会议分布
ICLR
19
NeurIPS
10
ICML
3
发表论文 (32 篇)
202518 篇
5
Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data
NeurIPS 2025Poster
4
Core Tokensets for Data-efficient Sequential Training of Transformers
ICLR 2025Rejected
5
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
ICLR 2025Rejected
4
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
NeurIPS 2025Poster
4
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
ICLR 2025Poster
4
Hyperparameter Optimization via Interacting with Probabilistic Circuits
ICLR 2025Rejected
3
Object-Centric Concept-Bottlenecks
NeurIPS 2025Poster
4
When Causal Dynamics Matter: Adapting Causal Strategies through Meta-Aware Interventions
NeurIPS 2025Poster
4
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning
ICLR 2025Spotlight
3
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models
ICML 2025Poster
4
Derivative Causal Models: Modeling Causality at Mixed Scales of Observation
ICLR 2025withdrawn
4
Where is the Truth? The Risk of Getting Confounded in a Continual World
ICML 2025Spotlight
4
Right on Time: Revising Time Series Models by Constraining their Explanations
ICLR 2025Rejected
4
The Challenging Growth: Evaluating the Scalability of Causal Models
ICLR 2025Rejected
4
Systems with Switching Causal Relations: A Meta-Causal Perspective
ICLR 2025Spotlight
4
Scaling Probabilistic Circuits via Data Partitioning
ICLR 2025Rejected
4
Measuring and Guiding Monosemanticity
NeurIPS 2025Spotlight
4
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
ICML 2025Poster
202414 篇
4
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
NeurIPS 2024Poster
5
Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks
ICLR 2024Poster
4
Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG
ICLR 2024Poster
3
From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex?
ICLR 2024withdrawn
4
Neural Concept Binder
NeurIPS 2024Poster
3
Learning to Intervene on Concept Bottlenecks
ICLR 2024Rejected
4
United We Train, Divided We Fail! Representation Learning for Time Series by Pretraining from 75 Datasets at Once
ICLR 2024Rejected
4
BOWLL: A DECEPTIVELY SIMPLE OPEN WORLD LIFELONG LEARNER
ICLR 2024Rejected
5
Generating Explanations From Linear Structural Causal Models
ICLR 2024withdrawn
4
Graph Neural Networks Need Cluster-Normalize-Activate Modules
NeurIPS 2024Poster
4
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
NeurIPS 2024Poster
4
Adaptive Rational Activations to Boost Deep Reinforcement Learning
ICLR 2024Spotlight
4
OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments
ICLR 2024Rejected
4
DeiSAM: Segment Anything with Deictic Prompting
NeurIPS 2024Poster