Papers
12094 papers
ICLR2025
Controlling Space and Time with Diffusion Models
Summary pending...
generativemodelsdiffusion
ICLR2025
Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks
Summary pending...
Jailbreak AttackLLMsLLM Security
ICLR2025
In Search of Forgotten Domain Generalization
Summary pending...
Out-of-Distribution RobustnessOOD generalizationOut-of-Domain Robustness
ICLR2025
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost
Summary pending...
Dataset DistillationSoft Label
ICLR2025
Tool-Planner: Task Planning with Clusters across Multiple Tools
Summary pending...
Tool LearningTask PlanningLLM agent
ICLR2025
Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
Summary pending...
Sparse AutoencoderMechanistic InterpretabilityPolysemantic Representation.
ICLR2025
Preference Diffusion for Recommendation
Summary pending...
Sequential Recommendation，Diffusion Model
ICLR2025
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
Summary pending...
eegieegintracranial eeg
ICLR2025
Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games
Summary pending...
partially observable stochastic gameNash distributiondivergence regularization
ICLR2025
Decoupled Subgraph Federated Learning
Summary pending...
Federated LearningSubgraph Federated LearningInter-Connected Graphs
ICLR2025
Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness
Summary pending...
VisionEnergy Efficient CodingNeural Network
ICLR2025
Simple, Good, Fast: Self-Supervised World Models Free of Baggage
Summary pending...
Reinforcement learningWorld modelsSelf-supervised learning
ICLR2025
XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification
Summary pending...
EEGExplainable Artificial Intelligence (XAI)Explanation-Guided Learning
ICLR2025
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
Summary pending...
Fourier Neural OperatorSensitivity AnalysisParametric Differential Equations
ICLR2025
PaPaGei: Open Foundation Models for Optical Physiological Signals
Summary pending...
self-supervised learningfoundation modelstime series
ICLR2025
One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs
Summary pending...
large language modeljailbreak attackrobustness
ICLR2025
E(3)-equivariant models cannot learn chirality: Field-based molecular generation
Summary pending...
deep generative modelsmolecule generation
ICLR2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
Summary pending...
State TrackingState SpaceMamba
ICLR2025
Provence: efficient and robust context pruning for retrieval-augmented generation
Summary pending...
retrieval-augmented generationcontext pruningquestion answering