Papers
12094 papers
ICLR2025
TULIP: Token-length Upgraded CLIP
Summary pending...
Vision-Language ModelsCLIPPosition Encodings
ICLR2025
Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees
Summary pending...
SketchingRandom ProjectionMinimax Rates
ICLR2025
OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
Summary pending...
multi-agent reinforcement learningreinforcement learningmulti-agent systems
ICLR2025
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
Summary pending...
TransformerIn-context learningLearning-to-optimize
ICLR2025
Is uniform expressivity too restrictive? Towards efficient expressivity of GNNs
Summary pending...
Graph Neural NetworksExpressivityEfficiency
ICLR2025
Multi-agent cooperation through learning-aware policy gradients
Summary pending...
multi-agent learningreinforcement learningdecentralized training
ICLR2025
Flow-based Variational Mutual Information: Fast and Flexible Approximations
Summary pending...
Mutual InformationVariational MethodsNormalizing Flows
ICLR2025
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks
Summary pending...
dataset distillationself-supervised learning
ICLR2025
Self-Attention-Based Contextual Modulation Improves Neural System Identification
Summary pending...
self-attentionincremental learningneural prediction
ICLR2025
Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems
Summary pending...
Backdoor attacksLarge language modelsAutonomous agents
ICLR2025
Training Neural Networks as Recognizers of Formal Languages
Summary pending...
neural networkformal language theorytransformer
ICLR2025
Robotouille: An Asynchronous Planning Benchmark for LLM Agents
Summary pending...
benchmarkllmagents
ICLR2025
Few-Class Arena: A Benchmark for Efficient Selection of Vision Models and Dataset Difficulty Measurement
Summary pending...
Few-Classlightweightsmall neural network
ICLR2025
Nonconvex Stochastic Optimization under Heavy-Tailed Noises: Optimal Convergence without Gradient Clipping
Summary pending...
Stochastic OptimizationHeavy-Tailed Noises
ICLR2025
Progressive Compression with Universally Quantized Diffusion Models
Summary pending...
diffusiongenerative modelingcompression
ICLR2025
FlowDec: A flow-based full-band general audio codec with high perceptual quality
Summary pending...
audioaudio codecgenerative models
ICLR2025
End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler
Summary pending...
Variational InferenceSamplingDiffusion Models
ICLR2025
IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking
Summary pending...
LLMGrammarFormal Languages
ICLR2025
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
Summary pending...
large language modelsreward modelsopen-domain instruction following