Papers
12094 papers
ICLR2025
Effective post-training embedding compression via temperature control in contrastive training
Summary pending...
representation learningembeddingstext retrieval
ICLR2025
Large (Vision) Language Models are Unsupervised In-Context Learners
Summary pending...
llmunsupervisedin-context learning
ICLR2025
Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning
Summary pending...
Safe RLOffline RLVariational Autoencoders
ICLR2025
Mitigating Memorization in Language Models
Summary pending...
language modelsmemorizationmachine unlearning
ICLR2025
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
Summary pending...
reinforcement learningmodel-based reinforcement learningoptimistic exploration
ICLR2025
Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
Summary pending...
Large Vision-Language ModelsMultimodal large language modelHallucination
ICLR2025
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
Summary pending...
large language modelhierarchical attentioncontrastive learning
ICLR2025
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
Summary pending...
Large Language Models;Length Extrapolation;Efficiency;Hybrid State Space Models
ICLR2025
Palu: KV-Cache Compression with Low-Rank Projection
Summary pending...
KV-CacheLow-Rank CompressionLarge Language Model
ICLR2025
Bounds on $L_p$ Errors in Density Ratio Estimation via $f$-Divergence Loss Functions
Summary pending...
density ratio estimationvariational divergence optimizationKullback–Leibler divergence
ICLR2025
Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity
Summary pending...
Computational neuroscienceMultimodalSocial behavior
ICLR2025
HelpSteer2-Preference: Complementing Ratings with Preferences
Summary pending...
reward modellingrlhfmodel alignment
ICLR2025
The 3D-PC: a benchmark for visual perspective taking in humans and machines
Summary pending...
3D visionvisual cognitiondevelopmental psychology
ICLR2025
Controllable Context Sensitivity and the Knob Behind It
Summary pending...
analysisinterpretabilitymechanistic interpretability
ICLR2025
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
Summary pending...
theory of mind reasoningadversarial data generationprogram-guided data generation
ICLR2025
Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
Summary pending...
Dynamic Scene Video4D Gaussian
ICLR2025
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
Summary pending...
Multimodal Large Language ModelFederated Prompt LearningPersonalization
ICLR2025
Sparse components distinguish visual pathways & their alignment to neural networks
Summary pending...
visual representationsalignmentsparse decomposition
ICLR2025
NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
Summary pending...
audio-language foundation modelsmultimodal large language models (llms)bioacoustics
ICLR2025
GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning
Summary pending...
graphletorbitadversarial machine learning