Papers
12094 papers
ICLR2025
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
Summary pending...
Neural Theorem ProvingDiversified Tactic CalibrationBias-Resistant Tree Search
ICLR2025
A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics
Summary pending...
physics-inspired networksdynamics learningmodel-order reduction
ICLR2025
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
Summary pending...
Protein-Ligand Binding AffinityHierarchical Representation LearningCross-Attention Mechanism
ICLR2025
Divergence-enhanced Knowledge-guided Context Optimization for Visual-Language Prompt Tuning
Summary pending...
visual-language prompt tuning;few-shot learning;zero-shot learning
ICLR2025
Disentangled Representation Learning with the Gromov-Monge Gap
Summary pending...
Disentangled Representational LearningOptimal TransportGeometric Learning
ICLR2025
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
Summary pending...
robust audio-visual speech recognitionaudio-visual corruptionmultimodal representation learning
ICLR2025
Coreset Spectral Clustering
Summary pending...
spectral clusteringkernel k-meanscoresets
ICLR2025
Multimodal Quantitative Language for Generative Recommendation
Summary pending...
Recommendation SystemGenerative Recommendation
ICLR2025
Density estimation with LLMs: a geometric investigation of in-context learning trajectories
Summary pending...
Large language modelsin-context learningIntensive Principal Component Analysis
ICLR2025
Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model
Summary pending...
weak-to-strongmodel alignment
ICLR2025
Neural Context Flows for Meta-Learning of Dynamical Systems
Summary pending...
meta-learningOOD generalisationphysical sciences
ICLR2025
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
Summary pending...
JailbreaksSafetyLLMs
ICLR2025
Curriculum-aware Training for Discriminating Molecular Property Prediction Models
Summary pending...
molecular property predictioncurriculum learning
ICLR2025
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
Summary pending...
generative flow networkoffline RLmolecule design
ICLR2025
NL-Eye: Abductive NLI For Images
Summary pending...
BenchmarkMultimodalityAbductive Reasoning
ICLR2025
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid
Summary pending...
Multimodal Large Language ModelDocument Understanding
ICLR2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
Summary pending...
neural fieldsneural implicit representationsfoundation models
ICLR2025
Lambda-Skip Connections: the architectural component that prevents Rank Collapse
Summary pending...
Rank CollapseSkip ConnectionsSequence Modeling Architectures
ICLR2025
Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning
Summary pending...
Conformal predictionCertifiable robustnessAdversarial robustness
ICLR2025
Multi-objective antibody design with constrained preference optimization
Summary pending...
antibody designdiffusion generative modelpreference optimization