Papers
12094 papers
ICLR2025
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy
Summary pending...
diffusion geometryhyperbolic geometrytree-Wasserstein distance
ICLR2025
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
Summary pending...
Backward SamplingGoal-Conditioned LearningGenerative Flow Networks
ICLR2025
Steering Protein Family Design through Profile Bayesian Flow
Summary pending...
protein family generationhomologous protein generationprotein design
ICLR2025
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Summary pending...
Federated LearningLarge Language ModelsSafety Alignment
ICLR2025
A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer
Summary pending...
Mutation Effect PredictionMutation Preference ExplanationUnsupervised Protein Evolution
ICLR2025
Diffusion-based Neural Network Weights Generation
Summary pending...
generative hyper-representation learningdiffusion modelneural network weights generation
ICLR2025
Improving Neural Network Accuracy by Concurrently Training with a Twin Network
Summary pending...
Knowledge DistillationRepresentation LearningRegularization
ICLR2025
FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware
Summary pending...
RNNLSTMSequence Models
ICLR2025
Residual Deep Gaussian Processes on Manifolds
Summary pending...
Gaussian processesmanifoldsdeep Gaussian processes
ICLR2025
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
Summary pending...
World model; Imagination; Imitation Learning; Gaussian Splatting; Compositional; Physics-informed; Object-centric;
ICLR2025
Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling
Summary pending...
Inverse RenderingMaterial Decomposition3D reconstruction
ICLR2025
The Computational Complexity of Circuit Discovery for Inner Interpretability
Summary pending...
inner interpretabilitymechanistic interpretabilitycircuit discovery
ICLR2025
GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction
Summary pending...
datasetinductive logic programmingrule induction
ICLR2025
Generating Graphs via Spectral Diffusion
Summary pending...
graph neural networkslaplacianeigendecomposition
ICLR2025
Grounding Continuous Representations in Geometry: Equivariant Neural Fields
Summary pending...
Geometric Deep LearningNeural FieldsEquivariance
ICLR2025
FOSP: Fine-tuning Offline Safe Policy through World Models
Summary pending...
Safe RLOffline-to-online RLRobot Learning
ICLR2025
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
Summary pending...
State Space Model; Optimization;
ICLR2025
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
Summary pending...
memory managementconversational agentRAG
ICLR2025
Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
Summary pending...
Self-supervised Monocular Depth EstimationDeep Metric LearningKnowledge Distillation
ICLR2025
An Effective Theory of Bias Amplification
Summary pending...
fairnessalgorithmic biasmachine learning theory